{"id":"W2284823792","doi":"10.1177/0894318415614620","title":"Concept Inventing","year":2015,"lang":"en","type":"article","venue":"Nursing Science Quarterly","topic":"Peace and Human Rights Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Prosperity; Perspective (graphical); Economic Justice; Value (mathematics); Environmental ethics; Sociology; Feeling; Phenomenon; Epistemology; Essentialism; Criminology; Social psychology; Positive economics; Political science; Law; Psychology; Gender studies; 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":[],"consensus_categories":[],"category_scores_codex":[0.001252146,0.00005494103,0.00006431518,0.0001297478,0.001058457,0.0003508252,0.0003779,0.00003200878,0.00005337598],"category_scores_gemma":[0.00008641334,0.00005135424,0.00002148737,0.0005192969,0.002091214,0.000971734,6.602667e-7,0.00007051766,0.0001323658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003380767,"about_ca_system_score_gemma":0.001172758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005008279,"about_ca_topic_score_gemma":0.000139902,"domain_scores_codex":[0.9985839,0.00006690127,0.0001106254,0.0002137117,0.0006311361,0.000393786],"domain_scores_gemma":[0.9992753,0.00001967183,0.00006087246,0.0001444749,0.0002141084,0.0002855859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001037468,0.00004874399,0.0002640295,4.3438e-7,5.705587e-7,6.900593e-7,0.5820971,0.000001172764,0.000287124,0.3600186,0.004065237,0.05321527],"study_design_scores_gemma":[0.000367163,0.0003399565,0.004251226,0.0001267328,0.00001318612,0.000004141461,0.8082297,0.000207196,0.0004826478,0.1511022,0.0345256,0.0003501788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5215724,0.00006929534,0.0003619909,0.004279275,0.002366972,0.0001163849,3.834155e-7,0.000131602,0.4711017],"genre_scores_gemma":[0.9968368,1.008212e-7,0.0005671013,0.0001704837,0.0004839608,0.000002608425,8.398779e-7,0.000003374269,0.001934684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4752645,"threshold_uncertainty_score":0.81409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07695704994445178,"score_gpt":0.4041915922239691,"score_spread":0.3272345422795173,"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."}}