{"id":"W4389304047","doi":"10.3389/fpsyg.2023.1274160","title":"The PPSQ: assessing parental, child, and partner’s playfulness in the preschool and early school years","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Humor Studies and Applications","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec en Outaouais; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Developmental psychology; Preschool education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002312111,0.0007387607,0.0005196562,0.001896465,0.0004401483,0.0006632427,0.001114927,0.000561869,0.003967954],"category_scores_gemma":[0.004710239,0.0006396003,0.000859923,0.001181147,0.0003820176,0.0008871031,0.00146924,0.0009709519,0.0004419458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007198512,"about_ca_system_score_gemma":0.001163221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008294034,"about_ca_topic_score_gemma":0.01898912,"domain_scores_codex":[0.9988091,0.0002711279,0.0002449575,0.0001534007,0.0003438496,0.000177635],"domain_scores_gemma":[0.9966962,0.0007026563,0.001376911,0.0001221723,0.0005507757,0.0005511672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002362215,0.0005239852,0.9174748,0.0006781069,0.0001783592,0.0004197201,0.00601447,0.0004891572,0.002665446,0.0003096837,0.002889214,0.06812084],"study_design_scores_gemma":[0.00001479177,0.0001343952,0.9967033,0.00006578922,0.00001966979,0.0002269683,0.001120788,0.0001778265,0.0002306877,0.00009030881,0.001204827,0.00001060648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915736,0.0004784131,0.001553889,0.00009879187,0.00002757557,0.0009485706,0.00291213,0.00006642954,0.002340543],"genre_scores_gemma":[0.9757233,0.001037108,0.01286738,0.00009199383,0.00001582754,0.002997048,0.004814773,0.00002325777,0.002429311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008294034,"threshold_uncertainty_score":0.01649153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598899137600365,"score_gpt":0.3636819979668416,"score_spread":0.337693006590838,"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."}}