{"id":"W2966060067","doi":"10.1163/9781848881914","title":"Cultural Dynamics of Play","year":2013,"lang":"en","type":"book","venue":"","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Sociology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006367504,0.00009561458,0.0001896329,0.00007142515,0.00006426824,0.00003281597,0.0002894082,0.0003953039,0.001607053],"category_scores_gemma":[0.0000581414,0.00007650639,0.00006676351,0.00005538805,0.0003779579,0.0001089694,0.00007687698,0.000118997,0.0003374798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857786,"about_ca_system_score_gemma":0.0003908587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002934409,"about_ca_topic_score_gemma":0.003107898,"domain_scores_codex":[0.9993376,0.000006822036,0.0001654856,0.000124286,0.0002154551,0.000150374],"domain_scores_gemma":[0.9996209,0.00004438783,0.00009994115,0.0001027907,0.00009330532,0.00003870367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.632001e-7,0.000003798245,0.00004451762,0.000003606384,0.000009582183,4.423479e-7,0.000366397,1.264691e-8,1.315485e-7,0.7466159,0.2463016,0.006653686],"study_design_scores_gemma":[0.00004803844,0.000009482837,0.00004464579,0.00002026526,0.000004794044,3.286195e-7,0.000490342,0.000002104937,0.000004438352,0.1300264,0.8692127,0.0001364223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000235522,0.00005686975,0.00001787274,0.0006618405,0.0001949579,0.0001541252,0.000008931419,0.0001206325,0.9985492],"genre_scores_gemma":[0.002438935,0.0001137869,0.0002536773,0.00005516543,0.00007367592,0.000002729787,0.00009120136,0.000007122658,0.9969637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6229112,"threshold_uncertainty_score":0.9993056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016197896240892,"score_gpt":0.2690470354197411,"score_spread":0.2528491391788491,"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."}}