{"id":"W2952053891","doi":"10.51657/ric.v4i1.41002","title":"Play and Toy in the frame of Cultural-Historical Psychology","year":2017,"lang":"en","type":"article","venue":"Revue internationale du CRIRES innover dans la tradition de Vygotsky","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Frame (networking); Control (management); Divergence (linguistics); Cognitive psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004823472,0.0001207572,0.0001595853,0.0001850119,0.0001329715,0.00005453897,0.0005594625,0.0001649736,0.0002195938],"category_scores_gemma":[0.0002031474,0.0001030211,0.00005145239,0.00008917189,0.0002825343,0.0002274886,0.00002351084,0.0002555414,0.00002520348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432662,"about_ca_system_score_gemma":0.00003109588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001868113,"about_ca_topic_score_gemma":0.0000510643,"domain_scores_codex":[0.9989352,0.0001578512,0.000341955,0.0002699853,0.000133364,0.0001616076],"domain_scores_gemma":[0.9990111,0.0002658163,0.0002564029,0.0003648223,0.00006871379,0.00003313623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001431153,0.0008610839,0.4927754,0.00002853861,0.0001359839,0.00009199077,0.03710912,0.000003064137,0.0014072,0.3389467,0.1201987,0.00829915],"study_design_scores_gemma":[0.0006878356,0.00004965896,0.9314984,0.00004504191,0.00001163978,0.0004934728,0.000725691,0.00001398839,0.00003609542,0.00943057,0.05689719,0.0001103769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895059,0.000115354,0.000445743,0.01398489,0.001466133,0.0001180295,0.0000217158,0.00001529609,0.09432696],"genre_scores_gemma":[0.9968851,0.0001173548,0.0003328078,0.0007588895,0.0003315886,0.00007765213,0.00003887082,0.00001061809,0.001447111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387231,"threshold_uncertainty_score":0.4201079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05594986171381927,"score_gpt":0.3555556053262125,"score_spread":0.2996057436123932,"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."}}