{"id":"W4253758431","doi":"10.18438/b8503f","title":"Applicability: What Is It? How Do You Find It?","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008769751,0.0001663688,0.0001274274,0.0001392189,0.000136596,0.002816038,0.0006291721,0.0001058816,0.0002096424],"category_scores_gemma":[0.001684717,0.0001206698,0.00004338715,0.0004226481,0.00004858396,0.5612717,0.0002706723,0.0001784725,0.0001171841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001261011,"about_ca_system_score_gemma":0.0001197915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001360719,"about_ca_topic_score_gemma":4.167936e-9,"domain_scores_codex":[0.9987862,0.0001441889,0.0002648493,0.0002647045,0.0003301603,0.0002099185],"domain_scores_gemma":[0.9942417,0.00451089,0.000319991,0.0007191224,0.0000719614,0.0001363012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319792,0.00004221368,0.0002533861,0.0001496143,0.00002144573,0.000008342851,0.0007366696,0.00001908323,0.0001024039,0.1476881,0.06454207,0.7863047],"study_design_scores_gemma":[0.0001704767,0.0001253334,0.0003056797,0.0004264988,0.00001022223,0.00004195016,0.0002054452,0.003280193,0.003289145,0.0005814582,0.9913492,0.0002144001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000165018,0.0005907026,0.5080662,0.4898567,0.0001542377,0.0001777201,0.000003335953,0.0003284523,0.0006575095],"genre_scores_gemma":[0.136224,0.03580623,0.4609942,0.3651974,0.0002295701,0.0002087305,0.000011241,0.00002644288,0.001302261],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9268071,"threshold_uncertainty_score":0.9982191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734169720936903,"score_gpt":0.2588325428177986,"score_spread":0.2414908456084296,"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."}}