{"id":"W7095732928","doi":"","title":"AT L ANT i QU E","year":2016,"lang":"en","type":"article","venue":"","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scirpus; Limanda; Indian ocean","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001329061,0.0008160527,0.0004040593,0.002173841,0.002558558,0.002621352,0.0009852457,0.001078698,0.2069115],"category_scores_gemma":[0.001962608,0.0003484822,0.0003993252,0.001276047,0.0007383677,0.001131059,0.002097986,0.001497244,0.07582641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003959862,"about_ca_system_score_gemma":0.005987021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1650458,"about_ca_topic_score_gemma":0.1547233,"domain_scores_codex":[0.9986314,0.0002576028,0.00006989444,0.0002684732,0.000476373,0.0002962218],"domain_scores_gemma":[0.9977633,0.0001122196,0.0001515184,0.0002279874,0.001485402,0.0002596329],"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":[0.0004810918,0.0002669772,0.02891135,0.000538742,0.00004794655,0.0008963009,0.002274539,0.0004919738,0.02505673,0.01893848,0.6054081,0.3166877],"study_design_scores_gemma":[0.00001587512,0.00006573533,0.01180552,0.00007784281,0.000007569796,0.0002723996,0.0005981351,0.0002702744,0.002638918,0.0002981875,0.9839298,0.0000198838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05472656,0.003430756,0.01083194,0.00700212,0.004015147,0.0009256392,0.01508732,0.002970117,0.9010103],"genre_scores_gemma":[0.08675577,0.001578321,0.01005706,0.002989221,0.000373588,0.0002834407,0.01294905,0.000510585,0.884503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7930885,"threshold_uncertainty_score":0.6921879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1989438584136885,"score_gpt":0.5315689863693674,"score_spread":0.332625127955679,"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."}}