{"id":"W1534350698","doi":"10.15353/joci.v7i1-2.2570","title":"Welcome to JOCI reviews","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Engineering","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":[0.002172083,0.001224289,0.001838929,0.007132537,0.001122563,0.006370177,0.002232221,0.00442982,0.1877696],"category_scores_gemma":[0.01463739,0.0006332537,0.001071212,0.004723549,0.0008230002,0.003156901,0.002256391,0.004824976,0.1610165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002862331,"about_ca_system_score_gemma":0.00346834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996172,"about_ca_topic_score_gemma":0.009342271,"domain_scores_codex":[0.9973847,0.0003054419,0.0001157532,0.0001565196,0.001851409,0.00018615],"domain_scores_gemma":[0.9851638,0.002488625,0.0008485384,0.0005787067,0.008990524,0.001929802],"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":[0.000004867175,0.000005979092,0.00001048187,0.0001387895,0.000002456582,0.00002060554,0.000005266757,0.000009443736,0.0000283911,0.0001823953,0.9850797,0.01451162],"study_design_scores_gemma":[0.000007136342,0.000008288777,0.00007004265,0.0002933795,0.000005743532,0.00005529602,0.00001694315,0.00001011004,0.00002226653,0.0002834478,0.9992223,0.000005038561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003467557,0.2361555,0.0009116288,0.08903512,0.4944515,0.0002980965,0.0009176985,0.0008880227,0.1769957],"genre_scores_gemma":[0.001686541,0.07098892,0.001038583,0.05357027,0.1738185,0.0002430894,0.001034722,0.0006822117,0.6969372],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1877696,"threshold_uncertainty_score":0.6281518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601591772228102,"score_gpt":0.3831343462689238,"score_spread":0.2229751690461136,"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."}}