{"id":"W81120863","doi":"","title":"Ottercall: A Language Learning Company","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Management, Economics, and Public Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001320013,0.0003974849,0.0004498551,0.0003536348,0.0009240974,0.003427533,0.002746654,0.0001476607,0.002134893],"category_scores_gemma":[0.0002053842,0.0003331057,0.0001330987,0.0009422892,0.0002429326,0.001237071,0.0022746,0.0006128021,0.002188884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003075768,"about_ca_system_score_gemma":0.00003911064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008675,"about_ca_topic_score_gemma":0.003005691,"domain_scores_codex":[0.9977608,0.00004710132,0.0005066913,0.0006238627,0.0002962231,0.0007652622],"domain_scores_gemma":[0.9980851,0.0001214927,0.0005384895,0.001045184,0.0001590963,0.00005066886],"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":[0.0005248263,0.0008243637,0.08521228,0.0009390989,0.0005067562,0.0001015303,0.004876188,0.006071284,0.002888904,0.09717293,0.4303805,0.3705013],"study_design_scores_gemma":[0.0008216443,0.000003722237,0.0266956,0.00002467904,0.00005178374,0.00001144145,0.001204312,0.008443096,0.000003787892,0.0003981383,0.9618813,0.0004604256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4875316,0.00005603879,0.001449036,0.008283176,0.0005612798,0.0008553534,0.00000384024,0.0005209586,0.5007387],"genre_scores_gemma":[0.9459627,0.000003827932,0.0001093102,0.01522936,0.004054716,0.00007866172,0.00009123987,0.0001327859,0.03433739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5315008,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523691102360708,"score_gpt":0.2366142334301125,"score_spread":0.2213773224065054,"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."}}