{"id":"W2134286169","doi":"10.1145/1384271.1384387","title":"Complecto mutatio","year":2008,"lang":"en","type":"article","venue":"","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Computer science; Plan (archaeology); Key (lock); Work (physics); Software; Software engineering; Interface (matter); User interface; Human–computer interaction; Multimedia; Engineering management; Engineering; Operating system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001313652,0.0007038601,0.0005528013,0.001263421,0.002458662,0.004056245,0.001097657,0.001159268,0.07012694],"category_scores_gemma":[0.006755316,0.0003520103,0.0006822802,0.000799789,0.002341121,0.004232371,0.004671326,0.002142874,0.02624901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473725,"about_ca_system_score_gemma":0.001349687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773105,"about_ca_topic_score_gemma":0.002705395,"domain_scores_codex":[0.9976699,0.0005226952,0.000125259,0.0006256848,0.0007635212,0.0002929424],"domain_scores_gemma":[0.9962625,0.0006033665,0.0004360944,0.001499944,0.0008364377,0.0003616341],"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":[0.0004388721,0.0003129251,0.01466076,0.0004090503,0.00008608581,0.002272547,0.01837122,0.0006950484,0.02447559,0.3406886,0.08826122,0.5093281],"study_design_scores_gemma":[0.00001475098,0.0001141546,0.004614334,0.0001175714,0.00003174529,0.001498385,0.002370072,0.0006489459,0.004492177,0.03042957,0.9556283,0.00003994691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1039848,0.001484279,0.04697576,0.008649944,0.003605488,0.0003197629,0.0007352003,0.003766906,0.8304779],"genre_scores_gemma":[0.406146,0.001006067,0.02321767,0.003226922,0.0008647949,0.0003178763,0.00100071,0.002242926,0.561977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.929873,"threshold_uncertainty_score":0.234598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07191578666443216,"score_gpt":0.3086308052896053,"score_spread":0.2367150186251731,"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."}}