{"id":"W2793648752","doi":"10.1177/0741713618764404","title":"Book Review: <i>Creative Working in the Knowledge Economy</i> , by S. Loo","year":2018,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loo; Management; Sociology; Classical economics; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003713962,0.0000869654,0.0001010612,0.00002541201,0.0003403578,0.0001025554,0.0002537493,0.00005358273,0.001549677],"category_scores_gemma":[0.00005101931,0.00006325365,0.00003069786,0.0003294408,0.0001696358,0.0002357594,0.00000489692,0.0001088115,0.0003545682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014639,"about_ca_system_score_gemma":0.0004410394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613864,"about_ca_topic_score_gemma":0.003199983,"domain_scores_codex":[0.9991171,0.0001920669,0.0002137803,0.0001714351,0.0001012852,0.0002042907],"domain_scores_gemma":[0.9994355,0.00006513052,0.00009273892,0.0001357149,0.0002140517,0.00005685519],"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":[0.00000116943,0.0000567629,0.0002178851,0.000005797066,0.000003024476,5.759363e-8,0.05457889,1.737114e-9,7.976602e-7,0.00132382,0.8664041,0.07740775],"study_design_scores_gemma":[0.00005812238,0.00005043706,0.0004350216,0.0002599969,0.000006075021,5.331248e-7,0.03916695,6.215644e-7,0.000008208553,0.0002575668,0.9596608,0.00009567952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006497658,0.1329106,0.00002003087,0.1759254,0.00120559,0.001251351,0.00000254489,0.00005509892,0.6821317],"genre_scores_gemma":[0.2901389,0.01124909,0.0000967075,0.1727126,0.003196873,0.0006710967,0.00008909933,0.00002337694,0.5218223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2836412,"threshold_uncertainty_score":0.9993631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179977590445539,"score_gpt":0.312679944089163,"score_spread":0.2946821850446091,"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."}}