{"id":"W7060766141","doi":"","title":"Landscape Toronto","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.000180943,0.0009163088,0.0004118723,0.001137112,0.00311488,0.004167414,0.0007003429,0.001115317,0.6489759],"category_scores_gemma":[0.0006525285,0.0002524304,0.0003319764,0.002363538,0.0007222246,0.001421698,0.002020712,0.001392919,0.2805181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004545532,"about_ca_system_score_gemma":0.004574878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1628288,"about_ca_topic_score_gemma":0.4460016,"domain_scores_codex":[0.999696,0.00002420826,0.000008012831,0.00007479917,0.0001202733,0.00007677685],"domain_scores_gemma":[0.9997388,0.00002277802,0.00001263423,0.00003752768,0.00009643924,0.00009185681],"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":[0.0000372748,0.00001164302,0.0002639196,0.000117912,0.000005286817,0.0001392609,0.0001761309,0.0001727483,0.0001931761,0.03876685,0.8926988,0.06741704],"study_design_scores_gemma":[0.000001726867,0.000001462296,0.000233773,0.00001885371,8.479432e-7,0.00001426054,0.00006094706,0.00002040116,0.00003369352,0.0008282426,0.9987842,0.000001563492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005409504,0.00186363,0.0003333344,0.002057309,0.0008574949,0.00001722642,0.004149142,0.0002573223,0.9899237],"genre_scores_gemma":[0.002120073,0.0007696898,0.000187102,0.000157923,0.00006358422,0.000008220546,0.0008115484,0.0001490872,0.9957327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8371712,"threshold_uncertainty_score":0.5006932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008820942000847964,"score_gpt":0.2568815345602819,"score_spread":0.2480605925594339,"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."}}