{"id":"W7046858778","doi":"","title":"ERIC ED535131: Community College Students and Applied Research. Professional File. Number 30","year":2009,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community college; Active listening; Experiential learning; Higher education; Research design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003020955,0.001273163,0.001381129,0.003930065,0.003742246,0.005210663,0.002266726,0.002202163,0.9401078],"category_scores_gemma":[0.01532412,0.001205793,0.0003657082,0.008829769,0.0007222577,0.002535843,0.004516279,0.001989583,0.8858027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806081,"about_ca_system_score_gemma":0.006803061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131493,"about_ca_topic_score_gemma":0.04056738,"domain_scores_codex":[0.9983212,0.0002710092,0.0001200256,0.0001604466,0.0007867695,0.0003403859],"domain_scores_gemma":[0.9810008,0.002575058,0.0005340051,0.002294346,0.00754659,0.006049185],"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":[0.00001674788,0.0000351004,0.0000923211,0.00004376009,3.199432e-7,0.00001124222,0.00003819011,0.000003977584,0.00003852577,0.0002882434,0.9816965,0.01773504],"study_design_scores_gemma":[0.00004609668,0.00002575772,0.0020997,0.0001090898,0.000001108117,0.00003157759,0.0002211328,0.00005275347,0.0001026457,0.000356232,0.9969427,0.00001110969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005730877,0.000170594,0.0005745241,0.002524355,0.0004490981,0.0009031696,0.05253398,0.004048968,0.9382223],"genre_scores_gemma":[0.001641303,0.0001786304,0.0003400179,0.0003926429,0.0001162333,0.000435543,0.01050137,0.001226769,0.9851674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9401078,"threshold_uncertainty_score":0.08542901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485511181488012,"score_gpt":0.2646645339204563,"score_spread":0.2498094221055762,"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."}}