{"id":"W4245806822","doi":"10.4067/s0717-69962018000300014","title":"99%","year":2018,"lang":"it","type":"article","venue":"ARQ","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":[0.002469412,0.001132488,0.0007740234,0.004178675,0.002249701,0.003852314,0.00245132,0.001441876,0.4716132],"category_scores_gemma":[0.01469794,0.0003723722,0.0008827321,0.002646437,0.0007768298,0.001696753,0.003683526,0.001626082,0.5025772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267173,"about_ca_system_score_gemma":0.002674814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003452478,"about_ca_topic_score_gemma":0.003139757,"domain_scores_codex":[0.9968807,0.0004719403,0.0001440395,0.0005132988,0.001445972,0.0005440802],"domain_scores_gemma":[0.9954647,0.0005650137,0.00014204,0.001464242,0.001942186,0.0004218531],"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":[0.0003967951,0.0003459758,0.004425094,0.0003542542,0.00005219432,0.0002830839,0.0003886469,0.0006175917,0.005673551,0.03245609,0.5667452,0.3882616],"study_design_scores_gemma":[0.00003637508,0.00004838205,0.002336435,0.0001380023,0.00002200322,0.0004100495,0.0002102116,0.0006089256,0.004172881,0.007465068,0.9845282,0.00002347567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008430091,0.001086335,0.01325078,0.002867925,0.001628414,0.0003999034,0.01723405,0.005878266,0.9492242],"genre_scores_gemma":[0.07488614,0.001699072,0.0131153,0.003067262,0.0005490746,0.0007457192,0.03876158,0.005096083,0.8620797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4716132,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457166418536304,"score_gpt":0.2771441720535786,"score_spread":0.2525725078682156,"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."}}