{"id":"W4250755066","doi":"10.15353/joci.v2i2.2092","title":"Developmental Learning Communities","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cognitive 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":[0.003361958,0.0003156008,0.0001953892,0.002263288,0.005274347,0.005680577,0.002260102,0.00175148,0.02608654],"category_scores_gemma":[0.01764015,0.0003177932,0.0003440954,0.00143631,0.002840261,0.007454647,0.01160012,0.001651583,0.003333736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521852,"about_ca_system_score_gemma":0.00719546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278164,"about_ca_topic_score_gemma":0.004142979,"domain_scores_codex":[0.9967304,0.001362251,0.0001378833,0.0005689194,0.000795922,0.000404549],"domain_scores_gemma":[0.9839452,0.0038985,0.001023928,0.001996565,0.004007796,0.005128104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006696575,0.000197532,0.008248024,0.0002220933,0.0000137929,0.0007768085,0.02797385,0.0005362561,0.001343577,0.7325008,0.03446179,0.1936585],"study_design_scores_gemma":[0.00003779442,0.00008231202,0.002909724,0.0002210419,0.00001563098,0.0009673311,0.02067411,0.003217108,0.001287445,0.3016573,0.6688974,0.00003278051],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1189528,0.00195742,0.2600063,0.02291806,0.0006289252,0.001510575,0.001200261,0.002195172,0.5906305],"genre_scores_gemma":[0.7811646,0.000852244,0.07610533,0.001896669,0.0001780702,0.0008752478,0.001137827,0.000255974,0.137534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02608654,"threshold_uncertainty_score":0.08726817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189013097845503,"score_gpt":0.3018087999501753,"score_spread":0.2699186689717203,"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."}}