{"id":"W3102361114","doi":"10.17564/2316-3828.2020v8n3p366-377","title":"CONTRIBUIÇÕES DA MONITORIA ACADÊMICA NA FORMAÇÃO DOCENTE DE LICENCIANDOS EM CIÊNCIAS BIOLÓGICAS","year":2020,"lang":"pt","type":"article","venue":"Interfaces Científicas - Educação","topic":"Science and Education Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy","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":[0.01772906,0.0005311754,0.0007228068,0.004051493,0.00489733,0.009226537,0.002084369,0.001418399,0.01003434],"category_scores_gemma":[0.05136653,0.0004182391,0.0006842532,0.00407801,0.002469667,0.003382966,0.005765233,0.00204663,0.001779143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119759,"about_ca_system_score_gemma":0.02931728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02210791,"about_ca_topic_score_gemma":0.04120241,"domain_scores_codex":[0.9808959,0.008141782,0.001099746,0.001862355,0.005977363,0.002022844],"domain_scores_gemma":[0.94599,0.01425108,0.006381359,0.003293343,0.01852577,0.01155843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005482449,0.001121642,0.2651474,0.003349804,0.0002209084,0.000583218,0.09924174,0.0007586428,0.00726674,0.01443391,0.02086708,0.5864606],"study_design_scores_gemma":[0.0000886132,0.001250944,0.443158,0.00274831,0.0003137407,0.000471525,0.1182887,0.00121681,0.006496727,0.01036794,0.4154143,0.0001844371],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.820994,0.009166661,0.01247595,0.02872944,0.0009186045,0.001343323,0.001260919,0.0006890164,0.1244221],"genre_scores_gemma":[0.9524702,0.004475807,0.01403837,0.001832201,0.0002093146,0.0007150996,0.0004973086,0.000124312,0.02563736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210791,"threshold_uncertainty_score":0.09376132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282147404453333,"score_gpt":0.4091782003750903,"score_spread":0.280963459929757,"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."}}