{"id":"W3089109540","doi":"10.6000/2292-2598.2020.08.03.13","title":"Collaborative Environment as a Means of Forming Success of a Future Teacher of Elementary Classes in Project Activity","year":2020,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003843991,0.0002265011,0.0002486472,0.001156152,0.001560094,0.002619065,0.0004635263,0.0005111558,0.002748709],"category_scores_gemma":[0.02166297,0.0001660687,0.0002241666,0.0004706072,0.001886856,0.001111655,0.002291858,0.0005209186,0.0003742863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006290345,"about_ca_system_score_gemma":0.001480515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009008054,"about_ca_topic_score_gemma":0.001101261,"domain_scores_codex":[0.9925512,0.004281348,0.0003078836,0.0005173228,0.001551633,0.0007906167],"domain_scores_gemma":[0.9778531,0.008275414,0.004895043,0.001306504,0.003179214,0.004490702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000417684,0.001943218,0.7358044,0.0002716774,0.00006780273,0.001295902,0.1115612,0.0004266897,0.004217305,0.004205557,0.00191335,0.1378751],"study_design_scores_gemma":[0.00005787142,0.00154185,0.8735635,0.0002197988,0.00007698398,0.002156262,0.1023997,0.001285199,0.002947072,0.001914704,0.01378105,0.00005604524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864292,0.0001123633,0.002363951,0.0001797931,0.00001028337,0.00007236373,0.00001255897,0.00003109394,0.01078839],"genre_scores_gemma":[0.9984564,0.00002713005,0.00091345,0.000006687122,0.000002729048,0.00002754265,0.000008361087,0.000002998662,0.00055466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003843991,"threshold_uncertainty_score":0.02032924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04817397107642045,"score_gpt":0.3282696375824449,"score_spread":0.2800956665060244,"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."}}