{"id":"W4403974508","doi":"10.1002/9781394263028.ch4","title":"Flow 2.0","year":2024,"lang":"en","type":"other","venue":"","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Computer science; Mechanics; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003432689,0.0001617805,0.000154899,0.0001581309,0.000005088496,0.00002340008,0.0002113764,0.0005809191,0.5904445],"category_scores_gemma":[0.00000529248,0.0001327621,0.00007113614,0.00009104548,0.00004347352,0.000005043364,0.00004503823,0.0002781602,0.2396529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001121968,"about_ca_system_score_gemma":0.00001281746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029576,"about_ca_topic_score_gemma":0.0002465047,"domain_scores_codex":[0.9992273,0.0000160307,0.00009740332,0.0003623135,0.00009568445,0.0002012561],"domain_scores_gemma":[0.9993913,0.00001050882,0.00002127427,0.0005307815,0.000003498935,0.00004259896],"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":[0.000001092771,0.00001342546,0.000002010102,0.00001448748,0.0000634417,0.0001028039,0.0008359473,3.810086e-8,6.150754e-7,0.02981516,0.9652599,0.003891047],"study_design_scores_gemma":[0.00004478445,0.00002059339,0.000001155115,0.0000413147,0.00001264263,0.00001615784,0.0001513028,0.00001470363,0.000001359113,0.000585863,0.9989464,0.0001637454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.868048e-7,0.00289348,0.0004713152,0.0002087373,0.009519798,0.0001177627,0.00001288845,0.001065175,0.9857104],"genre_scores_gemma":[0.00005118984,0.00001088229,0.001704635,0.0006338175,0.001000293,0.00006828213,0.000006499122,0.0007514537,0.995773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3507916,"threshold_uncertainty_score":0.7609391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835630159268842,"score_gpt":0.3423975589220271,"score_spread":0.3240412573293387,"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."}}