{"id":"W2142971208","doi":"10.1145/1117696.1117711","title":"NaCIN","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Task (project management); Eclipse; Process (computing); Code (set theory); Software engineering; Programming language; Engineering drawing; Systems engineering; Engineering; Set (abstract data type)","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":[0.001937489,0.0007748459,0.0004777352,0.001004329,0.0006488558,0.002222285,0.001646516,0.0006750466,0.0268763],"category_scores_gemma":[0.005785316,0.0004904869,0.0004111453,0.0006357242,0.0003772207,0.002589189,0.002197688,0.001008018,0.01765567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009007294,"about_ca_system_score_gemma":0.001477336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540881,"about_ca_topic_score_gemma":0.008296379,"domain_scores_codex":[0.9981926,0.0002830123,0.0001066906,0.0003765964,0.0008997201,0.0001412863],"domain_scores_gemma":[0.9964111,0.0007561213,0.0001436705,0.001163967,0.001307552,0.0002175411],"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":[0.001031982,0.0002479525,0.008060426,0.0009699914,0.00005143223,0.0003641495,0.0007198444,0.002257665,0.0268811,0.03185436,0.2984259,0.6291353],"study_design_scores_gemma":[0.00003999508,0.0001148727,0.003136066,0.0001030004,0.0000281326,0.0005061273,0.00009817396,0.007425157,0.01033397,0.004153506,0.9740172,0.00004370838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0392834,0.002379139,0.3596582,0.002089515,0.001446811,0.001049073,0.01266412,0.2809542,0.3004756],"genre_scores_gemma":[0.2089055,0.002140674,0.4174233,0.003729163,0.0003221551,0.001086879,0.0575276,0.04412889,0.2647358],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0268763,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427911132402806,"score_gpt":0.2620745987438099,"score_spread":0.2477954874197818,"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."}}