{"id":"W4376602674","doi":"10.11606/d.91.2023.tde-15052023-103716","title":"O real e o imaginário: a literatura de ficção científica para o ensino de questões ambientais entre licenciandos e licenciandas","year":2023,"lang":"pt","type":"dissertation","venue":"","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Humanities; Philosophy; Art","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":[0.01067238,0.0007721161,0.001076996,0.006150835,0.01565575,0.02571979,0.002029101,0.005036498,0.008087898],"category_scores_gemma":[0.01806248,0.0005185758,0.0007588722,0.01011686,0.0552102,0.01593082,0.008647962,0.006996911,0.001294454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456369,"about_ca_system_score_gemma":0.00934974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609477,"about_ca_topic_score_gemma":0.0174632,"domain_scores_codex":[0.9842834,0.01063992,0.0003877162,0.001510507,0.002522269,0.0006561463],"domain_scores_gemma":[0.9706584,0.02281975,0.001488451,0.001997635,0.002162139,0.0008737294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005382311,0.00002898006,0.001866484,0.0009744904,0.00002866567,0.0003688204,0.3110547,0.0002134735,0.000534346,0.643184,0.01020089,0.03149129],"study_design_scores_gemma":[0.00001222795,0.00006058431,0.00451583,0.003202718,0.00004270838,0.0005992341,0.1789536,0.0003737501,0.0007571035,0.08564264,0.7257753,0.00006432232],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1414176,0.1742863,0.02414614,0.1484739,0.003690152,0.00009965966,0.0004493937,0.0002498786,0.507187],"genre_scores_gemma":[0.9260193,0.03565038,0.004112384,0.006763149,0.0009019402,0.000122121,0.0001418968,0.0002157462,0.02607308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02571979,"threshold_uncertainty_score":0.1056674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05354397581946019,"score_gpt":0.4058339119017802,"score_spread":0.35228993608232,"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."}}