{"id":"W1512110296","doi":"","title":"Uni 102 Blossoming Conversation Groups","year":2013,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Conversation; Linguistics; Computer science; Communication; Psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002184286,0.00022767,0.0002569972,0.0001892241,0.0004763027,0.0003489624,0.0003213099,0.00004917091,0.1142912],"category_scores_gemma":[0.0001660306,0.0001935492,0.0002404275,0.00009288542,0.0002070444,0.0003546478,0.0001530562,0.0001569627,0.008759991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010046,"about_ca_system_score_gemma":0.00004800432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003440243,"about_ca_topic_score_gemma":0.0002277177,"domain_scores_codex":[0.9980715,0.00008147596,0.0003946609,0.0003691341,0.0005465917,0.0005366341],"domain_scores_gemma":[0.9987111,0.00006474798,0.0001291818,0.0003368496,0.0004493753,0.0003087505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009476539,0.0009642718,0.1104809,0.0003631367,0.002128302,0.0001177194,0.1377387,0.00002887092,0.003502961,0.4342264,0.2975307,0.01282344],"study_design_scores_gemma":[0.00257116,0.0003660035,0.01266214,0.00009629114,0.0004022485,0.000003891531,0.02837476,0.01118443,0.004163796,0.03286848,0.9057162,0.001590613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562929,0.0003571083,0.0002241897,0.001628791,0.003450974,0.0005919185,0.00006396743,0.0002068379,0.03718332],"genre_scores_gemma":[0.9766764,0.0001430664,0.00004505183,0.0003838053,0.001087825,0.00006341644,0.0001188034,0.00002477346,0.02145686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6081855,"threshold_uncertainty_score":0.9920118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360875667313782,"score_gpt":0.237722201699208,"score_spread":0.2016346349678299,"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."}}