{"id":"W1539193847","doi":"10.18438/b82s6k","title":"Applicability: What Is It? How Do You Find It?","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Data science; Information retrieval","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":[0.001006293,0.0001709196,0.0001275653,0.0001455977,0.0001760708,0.004636206,0.0007110952,0.0001431217,0.0002319833],"category_scores_gemma":[0.001751505,0.0001566102,0.00004376203,0.0004948823,0.0000516532,0.5280528,0.0002724651,0.0005415337,0.00008036919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005247896,"about_ca_system_score_gemma":0.0001359634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002593602,"about_ca_topic_score_gemma":1.634407e-8,"domain_scores_codex":[0.9988419,0.00009998853,0.0002611305,0.0002601061,0.0003323685,0.0002045164],"domain_scores_gemma":[0.9955065,0.003141122,0.0003181894,0.0008052423,0.00007818959,0.0001507138],"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":[0.0001529105,0.00009170298,0.0004246438,0.0002956129,0.00002954574,0.00001403885,0.001931857,0.00007871893,0.0002990401,0.3297237,0.07806867,0.5888896],"study_design_scores_gemma":[0.000115227,0.0000919053,0.0003808839,0.0001272728,0.00001086494,0.00006382474,0.0002798404,0.0170776,0.002991917,0.0004644098,0.9781804,0.0002158708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0009428296,0.0004825814,0.4109471,0.5846867,0.0004966158,0.0003096943,0.000003799361,0.0005397572,0.001590989],"genre_scores_gemma":[0.1222992,0.007906368,0.6016484,0.2673183,0.0002188397,0.0001369556,0.00001935388,0.00001864657,0.0004338981],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9001117,"threshold_uncertainty_score":0.9963971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414187379763475,"score_gpt":0.2604336465150744,"score_spread":0.2462917727174397,"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."}}