{"id":"W2888587255","doi":"10.3758/s13428-018-1106-8","title":"Norms of conceptual familiarity for 3,596 French nouns and their contribution in lexical decision","year":2018,"lang":"en","type":"article","venue":"Behavior Research Methods","topic":"Categorization, perception, and language","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noun; Linguistics; Lexical decision task; Psychology; Cognitive psychology; Natural language processing; Computer science; Cognition; 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":[0.005792158,0.0001220592,0.0002871361,0.0002786843,0.0001749564,0.00002415077,0.0001984697,0.0002677521,0.0008977801],"category_scores_gemma":[0.001128275,0.00009671922,0.00006852517,0.0004991638,0.001222038,0.00009163081,0.00007695267,0.0003046519,0.00001477885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007979786,"about_ca_system_score_gemma":0.00008069036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989254,"about_ca_topic_score_gemma":0.001169185,"domain_scores_codex":[0.9973468,0.001175985,0.000385913,0.0004002487,0.0002512596,0.0004397611],"domain_scores_gemma":[0.9972954,0.001469222,0.00005806661,0.000361103,0.000697384,0.0001188667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008259044,0.001221863,0.307762,0.00002758247,0.00002730767,0.000007321213,0.04480904,3.173768e-7,0.1663217,0.02584908,0.001658523,0.4514894],"study_design_scores_gemma":[0.002333764,0.001100125,0.9650071,0.0000246974,0.00001467876,0.00001233252,0.01156455,0.0001628897,0.009155957,0.00532299,0.005129979,0.000170993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8332915,0.0002461936,0.1649076,0.00003298774,0.0002788683,0.0007832668,0.00009631766,0.0000181165,0.0003451693],"genre_scores_gemma":[0.9850941,0.00003684021,0.01385304,0.00001626775,0.0002162173,0.0002649535,0.0000817265,0.00001662519,0.0004202802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.657245,"threshold_uncertainty_score":0.9830063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2401381605328531,"score_gpt":0.5999140805722225,"score_spread":0.3597759200393694,"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."}}