{"id":"W2519445165","doi":"","title":"A Pesquisa Colaborativa em contexto de Inclusão Escolar","year":2016,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Sociology; Pedagogy; Context (archaeology); Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003435669,0.0007516289,0.0007781471,0.0005358864,0.003197989,0.0007831705,0.001468975,0.001342067,0.001458249],"category_scores_gemma":[0.005082631,0.0006513959,0.0003695442,0.001561479,0.0001401236,0.002245031,0.0004040954,0.001077489,0.0002494337],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203058,"about_ca_system_score_gemma":0.00649956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002291387,"about_ca_topic_score_gemma":0.006088437,"domain_scores_codex":[0.9911657,0.003258095,0.001205556,0.00125626,0.001509891,0.001604524],"domain_scores_gemma":[0.9930652,0.002208816,0.001146892,0.000909503,0.001339777,0.001329838],"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":[0.0005476219,0.001241955,0.00324093,0.0001005942,0.000361027,0.000164645,0.05760751,0.000006111675,0.002534415,0.9126334,0.01650692,0.005054852],"study_design_scores_gemma":[0.0016108,0.0001648798,0.006097238,0.0004072159,0.0002059894,0.0003317961,0.01733207,0.00003786776,0.0008350555,0.001139854,0.9709592,0.0008780533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.246868,0.003882427,0.006562307,0.4182689,0.00819601,0.002443192,0.0005968842,0.001053698,0.3121286],"genre_scores_gemma":[0.9829404,0.0009065662,0.0008109687,0.001115375,0.002270144,0.0002942889,0.00006412867,0.00008306468,0.01151507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9544523,"threshold_uncertainty_score":0.9999544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05875331297467337,"score_gpt":0.3430701533943406,"score_spread":0.2843168404196672,"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."}}