{"id":"W2906701133","doi":"","title":"Study of Recent Research Trends of Children’s Play through Analysis of Academic Journal Papers","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.002719535,0.0002641368,0.0003808251,0.0212043,0.0008735125,0.002974504,0.0008544457,0.0004976672,0.00567663],"category_scores_gemma":[0.01617308,0.0002111303,0.0003908045,0.02934089,0.0006169769,0.001528381,0.001042999,0.0006027492,0.0009803668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021864,"about_ca_system_score_gemma":0.002267613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545013,"about_ca_topic_score_gemma":0.02372348,"domain_scores_codex":[0.9976535,0.0003877733,0.0004377764,0.0003555516,0.0008636898,0.0003017566],"domain_scores_gemma":[0.9621028,0.0136225,0.01139398,0.001005621,0.008907857,0.002967133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004838337,0.0001696846,0.8566612,0.001394099,0.0002208767,0.0007041415,0.01989625,0.0002196453,0.00225675,0.007248214,0.006371907,0.1043735],"study_design_scores_gemma":[0.00000356236,0.00005367764,0.9711585,0.0001639248,0.00004487223,0.0003291282,0.008069466,0.00009512007,0.0004815911,0.0001555386,0.01943119,0.00001341626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568501,0.01270858,0.0006336705,0.001214679,0.0001146775,0.00004931212,0.01035703,0.00005601417,0.01801604],"genre_scores_gemma":[0.9818643,0.006573189,0.0009303611,0.00009122631,0.000146916,0.00005317232,0.00493644,0.00003789303,0.00536652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9787957,"threshold_uncertainty_score":0.03072035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508387096823512,"score_gpt":0.3634528672894745,"score_spread":0.3183689963212393,"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."}}