{"id":"W7046150425","doi":"","title":"Climate Change, Work and Workers: A Bibliography","year":2022,"lang":"en","type":"dataset","venue":"York University Digital Library (York University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Work (physics); Bibliography; Construct (python library); SQL; Function (biology)","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0009083473,0.001129576,0.001288124,0.02039176,0.004328012,0.005637416,0.00119298,0.001528701,0.03006981],"category_scores_gemma":[0.002415768,0.0004792981,0.0005319131,0.04514463,0.001685792,0.003016414,0.002187695,0.001373101,0.005755819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009643174,"about_ca_system_score_gemma":0.01660763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2225808,"about_ca_topic_score_gemma":0.2984188,"domain_scores_codex":[0.999148,0.00009956663,0.00009529371,0.000104911,0.0004239327,0.0001282858],"domain_scores_gemma":[0.9988937,0.0003941555,0.00007445863,0.00005048791,0.0004681842,0.0001190638],"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":[0.00002875679,0.00002678207,0.001084416,0.008918694,0.0000314072,0.0001770956,0.006283564,0.000425523,0.0002018841,0.01730094,0.6506937,0.3148273],"study_design_scores_gemma":[0.000001611963,0.000003885048,0.002050799,0.006006158,0.0000127908,0.00004777667,0.001278334,0.00001487368,0.00002011483,0.001709173,0.9888443,0.00001022483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"dataset","genre_scores_codex":[0.0008143659,0.8968412,0.0003345019,0.00666367,0.002677773,0.00003163893,0.002300291,0.0001018097,0.09023475],"genre_scores_gemma":[0.008206978,0.951142,0.0009999475,0.001506108,0.001608076,0.0000546101,0.002553087,0.0001044009,0.03382473],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9796082,"threshold_uncertainty_score":0.4425704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469005069207417,"score_gpt":0.185059733664409,"score_spread":0.1703696829723348,"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."}}