{"id":"W2795445567","doi":"10.1145/3170427.3180652","title":"Mellow","year":2018,"lang":"en","type":"article","venue":"","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000627743,0.0008192835,0.0004006881,0.001382966,0.002052583,0.004074638,0.0008143454,0.001231771,0.7122726],"category_scores_gemma":[0.002152161,0.0005234044,0.0003989371,0.0008835765,0.0005188814,0.003230121,0.003764832,0.001169573,0.3808331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007690712,"about_ca_system_score_gemma":0.00112028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323374,"about_ca_topic_score_gemma":0.008023515,"domain_scores_codex":[0.9993528,0.00009389946,0.00004108256,0.0001818193,0.0002350714,0.00009534515],"domain_scores_gemma":[0.9989391,0.0002288719,0.00007129338,0.000186409,0.0002222417,0.0003520704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004297129,0.0002430679,0.003068413,0.0005401524,0.00001491501,0.0007846867,0.001581252,0.0001579028,0.004670793,0.02682387,0.3688274,0.5928578],"study_design_scores_gemma":[0.00001916194,0.00004438643,0.00121724,0.0001269304,0.000004699662,0.0003186176,0.0003280983,0.0001070324,0.0005223263,0.001187871,0.9961116,0.00001197227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00610188,0.001435455,0.005200307,0.002159138,0.0008183526,0.0002755475,0.003854141,0.005069935,0.9750853],"genre_scores_gemma":[0.01919518,0.001205315,0.004502995,0.0007159193,0.0001058741,0.0002203243,0.002240285,0.0009458128,0.9708683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2877274,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402320406527004,"score_gpt":0.3042563888088111,"score_spread":0.2802331847435411,"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."}}