{"id":"W4409541986","doi":"10.21983/p3.0119.1.00","title":"Matches","year":2015,"lang":"en","type":"book","venue":"Punctum Books","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Geography","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":[0.0008225184,0.0007218383,0.0006408313,0.002195087,0.002536158,0.00843484,0.001577373,0.001880874,0.5948109],"category_scores_gemma":[0.003441869,0.0005750681,0.0006570976,0.003087958,0.001335981,0.0077313,0.004485216,0.001635833,0.4476428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244079,"about_ca_system_score_gemma":0.002035702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006147102,"about_ca_topic_score_gemma":0.01067472,"domain_scores_codex":[0.998521,0.000182878,0.00008240457,0.0003042787,0.0007585766,0.0001508065],"domain_scores_gemma":[0.998706,0.0002236258,0.00004946093,0.0003581432,0.0004555503,0.0002072989],"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":[0.00002516612,0.00001502362,0.000125586,0.0001182386,0.000003486884,0.0000540215,0.0004157305,0.00004107592,0.0001970199,0.05895773,0.8669012,0.07314562],"study_design_scores_gemma":[8.602335e-7,0.000002041595,0.00004785743,0.00001499541,3.465662e-7,0.00002647098,0.00005028808,0.00001267637,0.00003751604,0.001460639,0.9983445,0.000001718105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004130532,0.0006264242,0.002181811,0.002000249,0.001382843,0.00009701309,0.002321754,0.001402171,0.9895747],"genre_scores_gemma":[0.002295244,0.0003666013,0.00103282,0.0008990272,0.0002135242,0.0000416341,0.001183438,0.0006839719,0.9932837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5948109,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09347253423400419,"score_gpt":0.3672626465824211,"score_spread":0.2737901123484169,"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."}}