{"id":"W2968021149","doi":"","title":"Putting Marrakesh into Practice","year":2019,"lang":"en","type":"article","venue":"YorkSpace (York University)","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.02701222,0.0005554773,0.0006310717,0.0009469281,0.03188953,0.01599065,0.002254903,0.01128636,0.02187664],"category_scores_gemma":[0.03047964,0.0005910284,0.0004585242,0.0009169504,0.04101425,0.008622589,0.0106962,0.01574038,0.004030021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02059079,"about_ca_system_score_gemma":0.06533504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1676563,"about_ca_topic_score_gemma":0.3347594,"domain_scores_codex":[0.9780952,0.01002409,0.0003099133,0.002474665,0.004166326,0.004929844],"domain_scores_gemma":[0.9815881,0.005074885,0.0008257892,0.00241231,0.004775677,0.005323235],"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":[0.00003006096,0.00005297139,0.0005296237,0.00007544615,0.000009268249,0.0003502813,0.03397524,0.0001464204,0.000262521,0.6305627,0.3000454,0.03396001],"study_design_scores_gemma":[0.000009415922,0.00002275744,0.0002297807,0.0001982931,0.000003385193,0.00005447987,0.0115596,0.00006839579,0.00009253959,0.02183039,0.9659135,0.00001737279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01160485,0.008436392,0.004962184,0.542758,0.009551819,0.00005486176,0.00003102118,0.0002509522,0.4223499],"genre_scores_gemma":[0.4620727,0.004844556,0.006253774,0.145331,0.002929498,0.0001177221,0.00004321773,0.000389948,0.3780177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1676563,"threshold_uncertainty_score":0.3333609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009541411132364853,"score_gpt":0.2277028716087845,"score_spread":0.2181614604764197,"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."}}