{"id":"W4200322935","doi":"10.31234/osf.io/cnmsd","title":"PRINCÍPIOS DA PSICOLOGIA DA GESTALT APLICADOS NA ANÁLISE DE COESÃO E COERÊNCIA TEXTUAIS","year":2021,"lang":"pt","type":"preprint","venue":"","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Gestalt psychology; Sociology; Humanities; Epistemology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001666163,0.0006859986,0.00082431,0.0003451973,0.001086273,0.000972236,0.001711708,0.00277243,0.01340515],"category_scores_gemma":[0.001974997,0.0006767854,0.000412857,0.001154056,0.001236626,0.0003274094,0.000869147,0.002456609,0.0008053222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253829,"about_ca_system_score_gemma":0.004155621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007314515,"about_ca_topic_score_gemma":0.01141892,"domain_scores_codex":[0.9948242,0.0007883726,0.0009904923,0.00152876,0.0007880018,0.001080142],"domain_scores_gemma":[0.996056,0.000476097,0.0007199644,0.001376095,0.0008934788,0.0004783526],"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":[0.00008003224,0.004040502,0.1042423,0.000454343,0.0008263829,0.0001507409,0.1083279,0.00007487966,0.004815036,0.4955031,0.1323543,0.1491304],"study_design_scores_gemma":[0.00176805,0.0005321587,0.0726253,0.0009436489,0.0007872933,0.00009716117,0.4768762,0.00354226,0.0137466,0.01314246,0.4116413,0.0042976],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7877623,0.0007066021,0.01463827,0.05539164,0.005337906,0.002880497,0.00009222265,0.001590821,0.1315997],"genre_scores_gemma":[0.9472749,0.001113489,0.003451752,0.002965728,0.000434571,0.0004868982,0.0002957826,0.00005456341,0.04392235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4823606,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05709578183178259,"score_gpt":0.3625382990155929,"score_spread":0.3054425171838103,"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."}}