{"id":"W6925333883","doi":"10.17632/bvbgkkytdf.1","title":"Responsible Gambling and Gambling Addiction 2024","year":2024,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Realm; Transformative learning; Addiction; Set (abstract data type); Journalism; Focus (optics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001450951,0.001000114,0.0007888859,0.002547638,0.0006255482,0.002036885,0.001600716,0.001318174,0.04389824],"category_scores_gemma":[0.01031114,0.0003572986,0.001085515,0.004028177,0.0002999259,0.0008364075,0.001489279,0.001819425,0.0379907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024598,"about_ca_system_score_gemma":0.001686015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.021798,"about_ca_topic_score_gemma":0.04292191,"domain_scores_codex":[0.9989356,0.0002839846,0.0001696665,0.0002220699,0.0002324196,0.0001561203],"domain_scores_gemma":[0.9970248,0.001167572,0.0004575817,0.0004096535,0.0006267102,0.000313607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001755115,0.00006065614,0.01151614,0.001028697,0.0001164313,0.00006008731,0.000040403,0.0002728976,0.00006223933,0.0005369139,0.9802275,0.005902427],"study_design_scores_gemma":[0.000771199,0.00007514901,0.06753072,0.001245129,0.0001850871,0.0003572139,0.0003154756,0.001280289,0.0003151349,0.0022509,0.9256085,0.00006516412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001230009,0.0003112768,0.00009164587,0.0003971628,0.00007349107,0.00002342674,0.9966109,0.0001826084,0.001079438],"genre_scores_gemma":[0.003473019,0.0002266754,0.0003348589,0.0002335669,0.00003216585,0.0001896883,0.9939163,0.0000586956,0.001535066],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04389824,"threshold_uncertainty_score":0.1468543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04986826166236553,"score_gpt":0.3723535593768784,"score_spread":0.3224852977145129,"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."}}