{"id":"W7030920646","doi":"","title":"Changes of State","year":2009,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068971,0.0002389177,0.0003544296,0.00135422,0.003494878,0.003963861,0.001036123,0.0009927384,0.1490745],"category_scores_gemma":[0.005735226,0.0002574197,0.0003511086,0.002138095,0.0009101207,0.001740024,0.002157312,0.001202791,0.03804872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009819604,"about_ca_system_score_gemma":0.00854926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5097793,"about_ca_topic_score_gemma":0.6971033,"domain_scores_codex":[0.9984041,0.00007829301,0.00005706616,0.0002714181,0.0007978951,0.0003913493],"domain_scores_gemma":[0.9967965,0.0001411447,0.00009610655,0.0004838968,0.00178772,0.0006945278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001732845,0.00002929801,0.007937855,0.0001978015,0.00001471813,0.0002592356,0.004224788,0.00009790119,0.001473875,0.03551791,0.8304268,0.1196465],"study_design_scores_gemma":[0.000003877735,0.000005640989,0.007399009,0.00003888046,0.000003417559,0.00002519144,0.000579622,0.00002132537,0.0000915255,0.0003550549,0.9914689,0.000007663299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01121832,0.001026621,0.001088058,0.004641581,0.002896412,0.0001575583,0.01720141,0.000975394,0.9607947],"genre_scores_gemma":[0.05463388,0.0009761433,0.0007760766,0.001418052,0.0002159338,0.00009450892,0.01009441,0.0005540446,0.931237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5097793,"threshold_uncertainty_score":0.9862154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006776409952344637,"score_gpt":0.1954260510886791,"score_spread":0.1886496411363345,"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."}}