{"id":"W4243274129","doi":"10.1007/978-1-4939-7131-2_100066","title":"Blackhole Pattern","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Neuroscience; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003674514,0.0006092768,0.0005769105,0.001805143,0.007163507,0.01029093,0.002058991,0.008301257,0.06635233],"category_scores_gemma":[0.01431288,0.0004386649,0.000514988,0.00114881,0.01391471,0.01119495,0.005368618,0.01109749,0.01463855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005498036,"about_ca_system_score_gemma":0.005514154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241312,"about_ca_topic_score_gemma":0.02149839,"domain_scores_codex":[0.9962974,0.001128837,0.00007568132,0.000606024,0.001315978,0.000576089],"domain_scores_gemma":[0.9970021,0.001444169,0.0001059432,0.00040963,0.0007729207,0.0002653752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004903774,0.000005764799,0.00002751465,0.00001284542,0.000001453913,0.00003974079,0.0008980785,0.0000241686,0.00002101519,0.8249726,0.1661809,0.007810954],"study_design_scores_gemma":[0.000006301039,0.000004243753,0.00006027303,0.0001337699,0.000003798366,0.00006693507,0.0008635182,0.0001183926,0.00007197814,0.2422563,0.7564065,0.000008095633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009192245,0.00154813,0.002741956,0.05054075,0.003191259,0.00003201171,0.00006141546,0.00007604706,0.9408892],"genre_scores_gemma":[0.0437163,0.001268286,0.001328033,0.05258272,0.001939935,0.0001087183,0.00005272284,0.0002395896,0.8987638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06635233,"threshold_uncertainty_score":0.2219707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402129717558244,"score_gpt":0.2577030906273389,"score_spread":0.2336817934517565,"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."}}