{"id":"W7061092381","doi":"","title":"Montréal – Séviac","year":2019,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Point (geometry); Period (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004747633,0.001119648,0.0007435459,0.001862888,0.002486256,0.005262657,0.001173778,0.001096235,0.4777946],"category_scores_gemma":[0.0009362534,0.0004021233,0.0005277794,0.002840369,0.0009786013,0.001357873,0.002036875,0.001587589,0.1611092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00749317,"about_ca_system_score_gemma":0.008261817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3687047,"about_ca_topic_score_gemma":0.5323739,"domain_scores_codex":[0.9993151,0.00005193755,0.00002124469,0.0002056628,0.0002803648,0.0001257476],"domain_scores_gemma":[0.9994437,0.00004214507,0.0000388396,0.00008761542,0.0002771513,0.0001105124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002322295,0.00006408618,0.0024629,0.0004410376,0.00004044436,0.0006528537,0.0004815566,0.001226909,0.002396391,0.08433546,0.6584827,0.2491834],"study_design_scores_gemma":[0.000006648562,0.000006764251,0.002197235,0.00006081258,0.000002580285,0.00008294531,0.00008580087,0.00008662041,0.0002417888,0.0009303543,0.9962897,0.000008793326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003633805,0.00805335,0.001462944,0.003109538,0.001393675,0.00006605972,0.01705111,0.0008249072,0.9644047],"genre_scores_gemma":[0.008598944,0.002544437,0.00098162,0.0002104155,0.00008487338,0.00003456687,0.003220477,0.0003241213,0.9840005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6312953,"threshold_uncertainty_score":0.7448626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00992082473997401,"score_gpt":0.2336121098182239,"score_spread":0.2236912850782499,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}