{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001554025,0.0004870797,0.0003282821,0.001154022,0.003792603,0.004334407,0.001456936,0.001083506,0.3436915],"category_scores_gemma":[0.006719526,0.0002689632,0.0004550955,0.0008972556,0.00123188,0.003110834,0.004782191,0.001353296,0.1111252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581762,"about_ca_system_score_gemma":0.003905404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006663207,"about_ca_topic_score_gemma":0.01542461,"domain_scores_codex":[0.9978089,0.0003560683,0.00007984045,0.0003410189,0.0008944133,0.0005198321],"domain_scores_gemma":[0.9943399,0.0006785863,0.0002628157,0.001070445,0.001480163,0.002168196],"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":[0.00008070409,0.0002146321,0.002043717,0.00006828502,0.000005997016,0.0001685446,0.001797756,0.0001363777,0.0007612664,0.03994061,0.6951585,0.2596236],"study_design_scores_gemma":[0.000007687908,0.00003501826,0.001178423,0.00004195204,0.000001386955,0.00008975095,0.000466936,0.00006545275,0.0002050957,0.002382031,0.9955164,0.000009828391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01340714,0.001363016,0.01350341,0.01072364,0.002545823,0.0003819704,0.001798728,0.002177256,0.9540991],"genre_scores_gemma":[0.07548936,0.0005786463,0.005106346,0.003168282,0.0005150542,0.0003185805,0.001215653,0.000671379,0.9129367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3436915,"threshold_uncertainty_score":0,"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."}}