{"id":"W7095645042","doi":"","title":"Toronto","year":2015,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coding (social sciences); Scope (computer science)","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":[0.000428634,0.0009109687,0.0007737668,0.001217031,0.00380192,0.005472691,0.001017695,0.0012506,0.6757125],"category_scores_gemma":[0.001983935,0.0005597824,0.0004640646,0.002907219,0.0007287498,0.001868649,0.001579128,0.001631942,0.3421592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005691701,"about_ca_system_score_gemma":0.007437998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2173228,"about_ca_topic_score_gemma":0.4734979,"domain_scores_codex":[0.9990655,0.00007047949,0.00004026738,0.0002450773,0.0004514305,0.000127369],"domain_scores_gemma":[0.9984953,0.0001517344,0.00007261831,0.0001588962,0.0008214129,0.0002999372],"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":[0.00007747987,0.00001864818,0.0008155637,0.0003518539,0.00001143082,0.0003683916,0.0005866422,0.0002320955,0.0004685376,0.01634009,0.8807086,0.1000207],"study_design_scores_gemma":[0.000006721271,0.000006176085,0.001214964,0.0001223726,0.000003786406,0.00007212216,0.000310397,0.00005814766,0.0001428692,0.0007301447,0.9973232,0.000009128602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001662763,0.006522993,0.001264242,0.003878307,0.002047905,0.00005189881,0.0140607,0.0008987761,0.9696125],"genre_scores_gemma":[0.005077747,0.003192903,0.0007990977,0.0003468267,0.0001182345,0.00002353293,0.002757514,0.0002970069,0.9873872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3242875,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640295543472116,"score_gpt":0.3411676472697215,"score_spread":0.2947646918350004,"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."}}