{"id":"W2603248512","doi":"10.5014/ajot.2017.021782","title":"Resource Seeking as Occupation: A Critical and Empirical Exploration","year":2017,"lang":"en","type":"article","venue":"American Journal of Occupational Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Resource (disambiguation); Psychology; Empirical research; Computer science; Cognitive psychology; Statistics; Mathematics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002075364,0.0001738715,0.0003765734,0.0002391103,0.002192585,0.000130914,0.0004011547,0.0001000583,0.0005129462],"category_scores_gemma":[0.002780102,0.000134706,0.0001116101,0.0001573327,0.0005590405,0.00142025,0.00008186263,0.0008135676,0.00007499978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102425,"about_ca_system_score_gemma":0.0008861734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008360526,"about_ca_topic_score_gemma":0.000008885642,"domain_scores_codex":[0.9967785,0.0009690309,0.0007580763,0.0002278602,0.0009227418,0.0003437995],"domain_scores_gemma":[0.9939511,0.002990999,0.001339715,0.0003678254,0.001088662,0.0002616802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0146385,0.0003717774,0.7657399,0.00003373216,0.0002610861,0.00006509179,0.006205989,0.00002652589,0.00129925,0.009743933,0.009593087,0.1920211],"study_design_scores_gemma":[0.002670992,0.002254977,0.7969019,0.0002167366,0.00002829781,0.000107972,0.005670229,0.0002624762,0.0001002939,0.008723479,0.1827634,0.0002992247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606283,0.0003665884,0.00601839,0.02847301,0.0004564963,0.0003105464,0.00001437282,0.00002242047,0.003709895],"genre_scores_gemma":[0.989658,0.0008392352,0.004043551,0.003595247,0.001432296,0.00002480471,0.000009414865,0.00002872092,0.0003687303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917219,"threshold_uncertainty_score":0.9991064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3659072015580407,"score_gpt":0.5935964581313234,"score_spread":0.2276892565732827,"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."}}