{"id":"W7096222401","doi":"","title":"DEPARTEMENT DE PHYSIQUE, GENIE PHYSIQUE ET D'OPTIQUE FACULTÉ DES SCIENCES ET DE GÉNIE","year":2015,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001844641,0.0005851229,0.000707611,0.002094995,0.005100341,0.003066036,0.001034722,0.001618194,0.1133196],"category_scores_gemma":[0.006393535,0.0005385471,0.0004639129,0.001350954,0.002194989,0.00120516,0.002498284,0.003165353,0.02198766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01245332,"about_ca_system_score_gemma":0.0285006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.105863,"about_ca_topic_score_gemma":0.2269734,"domain_scores_codex":[0.9979938,0.0003224363,0.0001025802,0.0003046097,0.0006599484,0.0006166726],"domain_scores_gemma":[0.9885826,0.001479335,0.000791861,0.0002702207,0.002254262,0.006621678],"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":[0.0009676409,0.000688735,0.09223349,0.001993034,0.0000604206,0.001106645,0.01153123,0.0007453499,0.00337518,0.04756777,0.5512809,0.2884496],"study_design_scores_gemma":[0.00004460372,0.0002523365,0.1944425,0.0006373532,0.00001625103,0.0005117881,0.006741721,0.0003739112,0.001790026,0.003674086,0.7914645,0.00005095576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1903102,0.02551425,0.002509356,0.23643,0.01387717,0.0005568666,0.01072192,0.0007387464,0.5193415],"genre_scores_gemma":[0.1909389,0.005198814,0.00158913,0.002774057,0.0009978034,0.0001627433,0.000510813,0.0001071417,0.7977205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8866804,"threshold_uncertainty_score":0.3790916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2649011978547092,"score_gpt":0.4734154251823207,"score_spread":0.2085142273276115,"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."}}