{"id":"W4390720684","doi":"10.1017/9781108779968.005","title":"Psychological Resources and Prospects","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006171548,0.0004267801,0.0003683541,0.001725761,0.001134786,0.00542365,0.0007964555,0.001419075,0.273744],"category_scores_gemma":[0.001776918,0.0001969631,0.0001956219,0.00238685,0.0009912173,0.004608791,0.001057193,0.001628546,0.07572593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135716,"about_ca_system_score_gemma":0.00145374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004945592,"about_ca_topic_score_gemma":0.006762371,"domain_scores_codex":[0.9996853,0.00005689307,0.000009362043,0.00004350138,0.0001496615,0.00005522375],"domain_scores_gemma":[0.9994807,0.0001523793,0.00001987614,0.00004429233,0.0001856416,0.0001171685],"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":[0.00001222901,0.00001125246,0.00005274275,0.0001516676,0.000001420813,0.00004747696,0.0001304758,0.00007815574,0.00007141512,0.06905244,0.8569817,0.07340902],"study_design_scores_gemma":[0.000001198496,0.000002298311,0.0001274299,0.0001113538,5.503104e-7,0.00002435936,0.0001064444,0.00001085412,0.00001433676,0.006808051,0.9927911,0.000002027413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005847859,0.04078509,0.0003726773,0.02973005,0.003962893,0.00002211947,0.0008924595,0.0001452026,0.9235046],"genre_scores_gemma":[0.01362373,0.04018384,0.0004122395,0.005006175,0.002771187,0.00005318926,0.001037993,0.0001146247,0.9367969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.273744,"threshold_uncertainty_score":0.9157647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169346392763799,"score_gpt":0.275131758555568,"score_spread":0.24343829462793,"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."}}