{"id":"W1585311832","doi":"10.15210/interfaces.v1i1.6293","title":"Em defesa da cultura canadense","year":2012,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001606143,0.0003971833,0.000429332,0.000253468,0.0007996466,0.0006319667,0.0005732646,0.0000833638,0.04855458],"category_scores_gemma":[0.000172412,0.0003513851,0.0001938912,0.0003303899,0.0005422988,0.0008975739,0.000238093,0.000470161,0.002135703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009414301,"about_ca_system_score_gemma":0.0005427991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1096776,"about_ca_topic_score_gemma":0.0007930312,"domain_scores_codex":[0.9970957,0.0001674127,0.0004932559,0.0004085226,0.0005309957,0.001304085],"domain_scores_gemma":[0.9978055,0.0002053231,0.0002314896,0.0006221508,0.000155152,0.0009803398],"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":[0.00002110957,0.0002688217,0.06168391,0.00005658045,0.0001644613,0.00002155106,0.03436197,0.000001516842,0.000004305551,0.1060452,0.7925047,0.004865941],"study_design_scores_gemma":[0.0001953781,0.0001173166,0.04920721,0.00003898327,0.00007198891,0.000005221028,0.03336665,0.00004186576,0.00005064972,0.0001588933,0.9162108,0.00053507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7768784,0.006312765,0.00001265672,0.009468725,0.007882017,0.0005364062,0.0005389175,0.0002292551,0.1981409],"genre_scores_gemma":[0.7985926,0.0003507936,0.0001335793,0.004026957,0.006112611,0.00003514543,0.0001831917,0.00009102904,0.1904741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237061,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04789063925155312,"score_gpt":0.2814217675808357,"score_spread":0.2335311283292826,"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."}}