{"id":"W4237985811","doi":"10.29173/cmplct8949","title":"Free Time","year":2010,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00150773,0.00009410676,0.0001708353,0.0003265179,0.0001336383,0.0004706024,0.001434325,0.00004415394,0.001413929],"category_scores_gemma":[0.001007461,0.00007618263,0.00007660361,0.0001323544,0.0001664774,0.00122098,0.0001344824,0.0002688051,0.00004691145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414411,"about_ca_system_score_gemma":0.0003738441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004850747,"about_ca_topic_score_gemma":0.00004568568,"domain_scores_codex":[0.9979132,0.00008457237,0.000623082,0.0001749106,0.001103662,0.0001005978],"domain_scores_gemma":[0.9965771,0.0002962557,0.0005482906,0.0003174192,0.002076333,0.00018461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001913056,0.002676452,0.07224853,0.000005529716,0.000115144,0.000001559709,0.001502399,0.00001332887,0.06333923,0.6146368,0.06362401,0.1816458],"study_design_scores_gemma":[0.0003001345,0.0001306363,0.3742594,0.000009991627,0.000007951589,0.00009980779,0.0004407606,0.000567733,0.000974935,0.5788274,0.04427559,0.0001057214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806938,0.00001851426,0.001250508,0.009236188,0.003566652,0.00006486441,0.00002255394,0.000007346773,0.005139616],"genre_scores_gemma":[0.984871,0.000008901789,0.01143276,0.001075398,0.00144334,0.000002471827,0.00002239796,0.000005227294,0.001138546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3020108,"threshold_uncertainty_score":0.9994989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436843203979229,"score_gpt":0.4485049879450596,"score_spread":0.3048206675471367,"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."}}