{"id":"W4361213313","doi":"10.1080/0020174x.2023.2194321","title":"Affective scaffolding in addiction","year":2023,"lang":"en","type":"article","venue":"Inquiry","topic":"Mental Health Research Topics","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Addiction; Psychology; Agency (philosophy); Socioeconomic status; Control (management); Social psychology; Developmental psychology; Psychiatry; Medicine; Sociology; Computer science","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":[0.0007024274,0.0001546147,0.0001782609,0.0004970388,0.001395237,0.003266668,0.0002309989,0.0009265888,0.00238069],"category_scores_gemma":[0.001846147,0.0001091046,0.0002132282,0.0004535217,0.006455597,0.001424153,0.001565319,0.001909651,0.0001938483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336613,"about_ca_system_score_gemma":0.000756859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354407,"about_ca_topic_score_gemma":0.001302779,"domain_scores_codex":[0.9995481,0.0002696539,0.00001369547,0.00004361736,0.00007146697,0.00005340091],"domain_scores_gemma":[0.9990574,0.0006219156,0.00009274826,0.00004207413,0.00006283237,0.000123039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000802912,0.0002606337,0.01209869,0.0004197096,0.0000299863,0.000490878,0.04799459,0.0006049152,0.002657901,0.7734038,0.00982255,0.1521361],"study_design_scores_gemma":[0.0000403388,0.0002840284,0.05744404,0.0006757693,0.00006112159,0.001988636,0.02869213,0.00165839,0.001034495,0.6965802,0.2114789,0.00006195883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3614614,0.08508009,0.01301474,0.07217471,0.001345219,0.0000843799,0.00006077609,0.0000876198,0.466691],"genre_scores_gemma":[0.9741144,0.01522473,0.001071257,0.003160166,0.0003189206,0.00003784675,0.000009403082,0.00001664016,0.006046763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003266668,"threshold_uncertainty_score":0.009697914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801495710894129,"score_gpt":0.492970809681259,"score_spread":0.3128212385918461,"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."}}