{"id":"W7002078596","doi":"","title":"Mcgill, Thomas - Naturalization Index Record","year":2022,"lang":"en","type":"article","venue":"Journal of Bioresource Management","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000575902,0.0001202307,0.000213728,0.0004208425,0.0002853332,0.000007313531,0.0004902066,0.00007521023,0.002916672],"category_scores_gemma":[0.00001240218,0.0001111564,0.0001476288,0.0004104019,0.00007032701,0.00004526139,0.0002162947,0.0006916135,0.00003739727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004576242,"about_ca_system_score_gemma":0.000005158685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001377028,"about_ca_topic_score_gemma":4.091735e-7,"domain_scores_codex":[0.9984007,0.0002533931,0.0004841908,0.0002225371,0.0004082994,0.0002308612],"domain_scores_gemma":[0.9990538,0.0000445186,0.0005385252,0.000232759,0.00004882824,0.00008151581],"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":[0.0008874842,0.0005519791,0.004789453,0.00001443844,0.0005493172,0.0005361529,0.002768717,0.0006024644,0.00002580574,0.1214195,0.734682,0.1331727],"study_design_scores_gemma":[0.0008921155,0.0004867481,0.01254596,0.000005473983,0.00006172817,0.0001837864,0.004026079,0.00003987266,8.492269e-7,0.003473148,0.9781578,0.0001264862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06044472,0.004206073,0.02625118,0.005657812,0.01699741,0.00060678,0.000026096,0.0001132544,0.8856967],"genre_scores_gemma":[0.971103,0.00009779131,0.001227578,0.002578863,0.0006591678,0.0000210834,0.000002650731,0.00003193063,0.02427794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9106583,"threshold_uncertainty_score":0.9979948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627385737921866,"score_gpt":0.3006742177785835,"score_spread":0.2844003603993648,"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."}}