{"id":"W2945501331","doi":"10.1088/2053-2571/ab0bb3","title":"Maple","year":2019,"lang":"uk","type":"book","venue":"Morgan & Claypool Publishers eBooks","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Maple; Computer science; Botany; Biology","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":[0.0003957734,0.001927843,0.001176569,0.002668798,0.000888636,0.004100167,0.001620602,0.0008791194,0.6458825],"category_scores_gemma":[0.001176053,0.0009332382,0.0008140632,0.003042942,0.0002803168,0.002750716,0.00209939,0.001298578,0.6051082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005921741,"about_ca_system_score_gemma":0.00109425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004630483,"about_ca_topic_score_gemma":0.01045749,"domain_scores_codex":[0.9995505,0.00003423695,0.00001969076,0.00009618541,0.0002505296,0.0000488112],"domain_scores_gemma":[0.9994469,0.00008732939,0.00002303872,0.0001319554,0.0002265014,0.00008428474],"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":[0.00003652896,0.00002392506,0.00007965535,0.000200839,0.000009113291,0.00005527166,0.00005486141,0.0003339816,0.0007326849,0.004341636,0.7118694,0.2822621],"study_design_scores_gemma":[0.000006089496,0.000008371597,0.0001634249,0.00004199321,0.000005643035,0.00007601821,0.00002800354,0.0002909943,0.0003298882,0.001982305,0.9970579,0.000009337553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.0004953525,0.002039079,0.02243743,0.000448603,0.0005353278,0.0001071926,0.01100841,0.02285299,0.9400756],"genre_scores_gemma":[0.00145098,0.001166454,0.007910835,0.0002147991,0.00008431957,0.0000797096,0.006024626,0.004042596,0.9790258],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.6458825,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153663376993143,"score_gpt":0.1916590393203398,"score_spread":0.1801224055504084,"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."}}