{"id":"W4406670974","doi":"10.1016/b978-0-08-057206-2.50026-7","title":"10.1016/b978-0-08-057206-2.50026-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00115713,0.002139207,0.001471948,0.001941673,0.001308274,0.005357083,0.002955094,0.00463688,0.978721],"category_scores_gemma":[0.001878377,0.0008846152,0.0009115261,0.002350831,0.001262594,0.005300542,0.003125712,0.002210225,0.9897635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041962,"about_ca_system_score_gemma":0.000860341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646785,"about_ca_topic_score_gemma":0.002404095,"domain_scores_codex":[0.9994189,0.00003880068,0.00003918235,0.0002018434,0.0002023245,0.00009905305],"domain_scores_gemma":[0.9979518,0.0006848073,0.0001568768,0.000336892,0.0003991985,0.000470308],"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":[0.0001430764,0.000120757,0.0004931297,0.0004646826,0.00002177897,0.0001360331,0.0001016721,0.0005069255,0.002998481,0.009583686,0.3157329,0.6696968],"study_design_scores_gemma":[0.00001932368,0.00005134949,0.0005069251,0.0002687956,0.00001013816,0.0002126065,0.00008512474,0.0002121795,0.0004700763,0.001575005,0.9965731,0.00001532091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002679865,0.0004518585,0.001856089,0.0003626069,0.0001594818,0.0000509702,0.0009379201,0.001396616,0.9945166],"genre_scores_gemma":[0.0007599293,0.0002613424,0.0006469571,0.0001259314,0.00003402926,0.00003996891,0.000626887,0.0003625971,0.9971424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02127898,"threshold_uncertainty_score":0.03035182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008550132817571823,"score_gpt":0.172568113942524,"score_spread":0.1640179811249522,"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."}}