{"id":"W2984964102","doi":"","title":"Second Light: A Conference to Remember","year":2011,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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":[0.005539064,0.00219855,0.00164013,0.002307279,0.01458137,0.02466609,0.003268665,0.01837217,0.05766094],"category_scores_gemma":[0.02023094,0.0007590992,0.002200153,0.001510721,0.004311895,0.01212535,0.008872089,0.03576544,0.02671847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01028186,"about_ca_system_score_gemma":0.01675103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04509997,"about_ca_topic_score_gemma":0.08289169,"domain_scores_codex":[0.9948508,0.0007572313,0.0003057396,0.0006403935,0.001814521,0.00163134],"domain_scores_gemma":[0.9750804,0.001233757,0.000737702,0.001007857,0.009982998,0.01195728],"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":[0.00003179491,0.00001928884,0.0001258456,0.00004432924,0.000007945051,0.0001031488,0.0001251897,0.00001252541,0.00006424703,0.0009965766,0.9934856,0.004983427],"study_design_scores_gemma":[0.00001754613,0.00002076729,0.0003779895,0.0001939907,0.000009290949,0.0001341051,0.001736408,0.00001614349,0.0000511846,0.001081975,0.9963331,0.00002747734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0003957882,0.01309823,0.0002395605,0.3926296,0.5812867,0.00003076984,0.00011772,0.00008937954,0.01211228],"genre_scores_gemma":[0.01095151,0.01040865,0.0006800343,0.3485772,0.2782564,0.00008688298,0.0003476604,0.0003502553,0.3503414],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05766094,"threshold_uncertainty_score":0.1928951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337095883361233,"score_gpt":0.2624044126252776,"score_spread":0.2190334537916653,"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."}}