{"id":"W2205194576","doi":"","title":"City University of New York: Digital Classroom Project","year":2007,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Media studies; Computer science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001283911,0.0004919968,0.000264749,0.001333186,0.002798057,0.003519777,0.0008229782,0.001051444,0.3029838],"category_scores_gemma":[0.001469535,0.00033448,0.0001490973,0.001744565,0.0006894322,0.003141003,0.002867204,0.001331236,0.04081222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0030052,"about_ca_system_score_gemma":0.009235045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1042571,"about_ca_topic_score_gemma":0.2504376,"domain_scores_codex":[0.9994987,0.00004536639,0.00001690983,0.00007752269,0.0002254801,0.0001360342],"domain_scores_gemma":[0.9984,0.0001299546,0.0000391399,0.000108875,0.0004217188,0.0009002591],"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":[0.0003731179,0.0007296875,0.003531836,0.0002122694,0.000005566172,0.0002169179,0.001512853,0.0001702835,0.004174351,0.01494562,0.7210947,0.2530329],"study_design_scores_gemma":[0.00007417161,0.00005740044,0.008847754,0.00007414636,0.000007266867,0.0000498541,0.002371889,0.000257687,0.001874798,0.000841343,0.9855284,0.00001531492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07072188,0.003320184,0.005318108,0.01646527,0.002363956,0.0008787909,0.02723906,0.002512135,0.8711805],"genre_scores_gemma":[0.02933647,0.0007946967,0.00274167,0.0001835317,0.00005726893,0.0002500002,0.004269952,0.0002599025,0.9621065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3029838,"threshold_uncertainty_score":0.994209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961116510812479,"score_gpt":0.3380960831006974,"score_spread":0.2984849179925726,"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."}}