{"id":"W3000583913","doi":"10.29173/hsi19","title":"The Future of Beh“AI”viour Change","year":2019,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Behcet's disease; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0134564,0.0003496105,0.0005282867,0.001807093,0.008042978,0.01327206,0.001586773,0.01272061,0.02097991],"category_scores_gemma":[0.01958941,0.0002149242,0.0005195294,0.001053866,0.04770606,0.01308322,0.005393539,0.01002091,0.001591496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008509227,"about_ca_system_score_gemma":0.01622966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007454594,"about_ca_topic_score_gemma":0.01010644,"domain_scores_codex":[0.990003,0.005611064,0.0001788012,0.0006552752,0.001918366,0.001633495],"domain_scores_gemma":[0.9792763,0.01203801,0.0008827146,0.001428849,0.002999225,0.003374947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003313796,0.00006232644,0.000424177,0.00007450732,0.000007030339,0.00006907124,0.002074498,0.00008544824,0.0001144903,0.9529779,0.0245094,0.01956796],"study_design_scores_gemma":[0.00002440886,0.00003159446,0.0006381221,0.0002222625,0.000006101918,0.00005853237,0.006682459,0.0002228731,0.0001352083,0.7190795,0.2728825,0.00001643902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006327135,0.01337137,0.0019908,0.7752957,0.003365839,0.00002469463,0.00005026651,0.00003713032,0.199537],"genre_scores_gemma":[0.6841181,0.01275475,0.002548563,0.2551711,0.00732569,0.00009406425,0.00005957873,0.00005009541,0.03787804],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02097991,"threshold_uncertainty_score":0.07116514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320253921375398,"score_gpt":0.3203691924107033,"score_spread":0.2771666531969493,"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."}}