{"id":"W6986476470","doi":"","title":"PLAY TO PERFORM – 
\\nWHY PLAY IS THE FUTURE OF WORK","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Work (physics); Psychological intervention; Market failure; Action (physics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004870918,0.000429829,0.0004981917,0.001284123,0.0007326865,0.0001401258,0.003032142,0.0006796935,0.0001885102],"category_scores_gemma":[0.00001067223,0.0003910936,0.0001858701,0.001747005,0.0003985695,0.0005732245,0.0007567542,0.0009988348,0.000411307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009585104,"about_ca_system_score_gemma":0.0003333374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005856208,"about_ca_topic_score_gemma":0.0005414072,"domain_scores_codex":[0.9972731,0.0003022388,0.0002058507,0.0006222652,0.0008627871,0.0007337214],"domain_scores_gemma":[0.9978523,0.0001211551,0.0001503506,0.001235141,0.000286889,0.0003541395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000485365,0.00007640357,0.00207766,0.0002149364,0.000622124,0.0002787998,0.001602814,0.001187858,0.0004301349,0.1307245,0.8601379,0.002161542],"study_design_scores_gemma":[0.0008225765,0.0001050392,0.0004649196,0.0004600873,0.00007267295,0.000006157426,0.001298353,0.0004599919,0.0006263672,0.000003179916,0.9952017,0.0004789505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003702388,0.0002520313,0.0003869939,0.0003171959,0.0006921838,0.001335343,0.0001004137,0.0002117432,0.9930017],"genre_scores_gemma":[0.005069249,0.001594557,0.0007507737,0.00002349015,0.0004770429,0.000001210047,0.00002983407,0.0002626186,0.9917912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1350638,"threshold_uncertainty_score":0.9998541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650794642344489,"score_gpt":0.2402503053856068,"score_spread":0.223742358962162,"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."}}