{"id":"W7047895681","doi":"","title":"Indexed reactive programming","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.001237948,0.0006381868,0.0005216124,0.0005442216,0.0008297332,0.002506047,0.001192571,0.0004523262,0.02272969],"category_scores_gemma":[0.00476541,0.0004946867,0.0005836836,0.0009621906,0.001183829,0.003692214,0.001837744,0.002219966,0.006385528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159518,"about_ca_system_score_gemma":0.00137423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500509,"about_ca_topic_score_gemma":0.002737665,"domain_scores_codex":[0.9985985,0.0003541652,0.00007069557,0.0002999424,0.0005245256,0.0001522084],"domain_scores_gemma":[0.9979772,0.0009377264,0.00005344619,0.0005214429,0.0004218913,0.00008838213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001383575,0.00007988846,0.0003405754,0.0001666637,0.00002614626,0.00006091845,0.0003335014,0.02081508,0.002976597,0.7622125,0.03800647,0.1748434],"study_design_scores_gemma":[0.00004146168,0.00004660026,0.000151581,0.00008193214,0.00004998725,0.0000884876,0.000131728,0.09527721,0.006579467,0.7578874,0.1396372,0.00002696579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0121338,0.0008872714,0.8573225,0.001485428,0.0005530564,0.00007165259,0.0004802228,0.005048915,0.1220172],"genre_scores_gemma":[0.4337924,0.001858923,0.4118109,0.0009724458,0.0004359437,0.000287387,0.002425872,0.00314092,0.1452753],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02272969,"threshold_uncertainty_score":0.07603842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008455557274942412,"score_gpt":0.225668455137736,"score_spread":0.2172128978627936,"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."}}