{"id":"W4239934077","doi":"10.1142/9781786343963_0002","title":"Core Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC (EUROPE) eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003323402,0.001593303,0.001041487,0.00420207,0.002112899,0.006467392,0.002301848,0.0009445255,0.2257515],"category_scores_gemma":[0.01513759,0.0006215113,0.001774951,0.003326353,0.001439717,0.004984861,0.004554665,0.002093749,0.16012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357123,"about_ca_system_score_gemma":0.00521296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003318738,"about_ca_topic_score_gemma":0.00328591,"domain_scores_codex":[0.9958911,0.0007572838,0.0001990613,0.00101571,0.001650063,0.0004866932],"domain_scores_gemma":[0.9933546,0.001390486,0.0002141616,0.001849109,0.0029008,0.0002909108],"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":[0.0001848009,0.00007014714,0.0008087291,0.000555202,0.00004404519,0.00006724607,0.0007554363,0.0008317307,0.002117167,0.2745534,0.370669,0.3493431],"study_design_scores_gemma":[0.0000208647,0.00002430822,0.0008998341,0.0002537046,0.00003857678,0.0001227418,0.0005355587,0.003009949,0.003634515,0.1407152,0.8507172,0.00002751342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003387944,0.0006237793,0.2478866,0.002008381,0.0009736305,0.0008865083,0.01091754,0.01140793,0.7219077],"genre_scores_gemma":[0.05951845,0.001226506,0.1960477,0.002470643,0.0008265564,0.002055869,0.03417268,0.01661781,0.6870638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7742485,"threshold_uncertainty_score":0.7552142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07729336661356406,"score_gpt":0.275776602672317,"score_spread":0.1984832360587529,"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."}}