{"id":"W2779348714","doi":"10.36510/learnland.v5i2.547","title":"Commentary: Enthusiasts for Learning: Leaders in Creativity","year":2012,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Context (archaeology); Atmosphere (unit); Public relations; The arts; The Internet; Sociology; Psychology; Pedagogy; Political science; Social psychology; History; World Wide Web; Computer science; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0008002557,0.0000915952,0.0001526569,0.00006648634,0.0001566574,0.00006017815,0.0001039664,0.00007132015,0.000124691],"category_scores_gemma":[0.0006499805,0.00008594488,0.0000627941,0.0001450545,0.00008978029,0.000329203,0.00002676932,0.0002260951,0.00003215497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005281336,"about_ca_system_score_gemma":0.00002617772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002802762,"about_ca_topic_score_gemma":0.001125502,"domain_scores_codex":[0.9988685,0.0001781215,0.0001145815,0.0001304539,0.0001848149,0.0005235264],"domain_scores_gemma":[0.9993124,0.0004084893,0.00005944307,0.00004994459,0.00002078006,0.0001489172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003144831,0.0001113879,0.8018848,0.00001711738,0.00001333187,9.739477e-7,0.1007657,0.0002182153,0.00002736446,0.001307984,0.003185571,0.09243613],"study_design_scores_gemma":[0.0003778945,0.00006227277,0.02098571,0.00002588765,0.000007493668,2.972226e-7,0.02540121,0.00008995533,0.00002748235,0.00002345772,0.952879,0.0001193386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7803034,0.0004301328,0.0001926232,0.005490749,0.0003973474,0.0003201296,0.000002197685,0.0001558795,0.2127076],"genre_scores_gemma":[0.9833272,0.00006557241,0.0001689,0.0003455942,0.0004486179,0.00003028147,0.0000240711,0.0000135053,0.01557631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9496934,"threshold_uncertainty_score":0.350473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140619353436629,"score_gpt":0.3164706043095414,"score_spread":0.2850644107751751,"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."}}