{"id":"W2000201973","doi":"10.1121/1.2884082","title":"Segmentation of verb forms in preverbal infants","year":2008,"lang":"en","type":"letter","venue":"The Journal of the Acoustical Society of America","topic":"Language Development and Disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Verb; Computer science; Linguistics; Artificial intelligence; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003713703,0.0001801736,0.0004886622,0.00003999114,0.00005571302,0.000004555716,0.0007288544,0.0002926939,0.0003961908],"category_scores_gemma":[0.00009143425,0.00009198891,0.0004465875,0.0002800193,0.0005640508,0.00006151196,0.0001141985,0.001237786,0.000007331178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007680729,"about_ca_system_score_gemma":0.0001361066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001717215,"about_ca_topic_score_gemma":0.000001065072,"domain_scores_codex":[0.9980903,0.0002134492,0.0007229964,0.00009731964,0.0006050801,0.0002708997],"domain_scores_gemma":[0.9979669,0.0004949497,0.001115257,0.0002908066,0.000104373,0.00002767392],"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":[0.000166168,0.0001043656,0.0007467748,0.00006774657,0.0003590955,0.00001109654,0.00943763,0.0001422009,0.0003360591,4.615358e-7,0.9829126,0.005715803],"study_design_scores_gemma":[0.03031475,0.005783288,0.1960624,0.004080598,0.006833321,0.002474479,0.112744,0.00602176,0.003048799,0.009149031,0.619112,0.004375714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1928168,0.006057445,0.04945218,0.7328308,0.004680929,0.002171457,0.0001819319,0.00004101775,0.01176748],"genre_scores_gemma":[0.2262379,0.004359744,0.0295001,0.7328436,0.002229368,0.00001571055,0.0000441773,0.0001470387,0.004622381],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3638007,"threshold_uncertainty_score":0.5377634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267577909561628,"score_gpt":0.2781093963824035,"score_spread":0.2654336172867872,"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."}}