{"id":"W4392016391","doi":"10.1921/gpwk.v15i3.586","title":"First Impressions","year":2012,"lang":"en","type":"article","venue":"Groupwork","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"InterDigital (Canada)","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009664347,0.00007284307,0.00006677246,0.00002811502,0.0001267338,0.00000818074,0.0001471735,0.00007985224,0.00574485],"category_scores_gemma":[0.000002264218,0.00006267161,0.00004862882,0.0001546742,0.00002767439,0.00004778359,0.00001514532,0.00009973835,0.001222515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001032386,"about_ca_system_score_gemma":0.000001732603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003673223,"about_ca_topic_score_gemma":0.000002871707,"domain_scores_codex":[0.9994251,0.00001736068,0.0001011917,0.0001187902,0.00005245106,0.0002850912],"domain_scores_gemma":[0.9994019,0.00004330848,0.00003444469,0.0004102305,0.000007599633,0.0001024983],"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":[0.00001771744,0.000463536,0.03886821,0.000002668865,0.0000343795,6.927521e-7,0.001548505,3.59983e-7,0.0004596473,0.4044121,0.532968,0.02122421],"study_design_scores_gemma":[0.0001144772,0.00001385557,0.1120158,0.000007692556,0.00000528679,0.000007078299,0.00004969296,0.000001885468,0.00005196359,0.002810619,0.8848295,0.00009218124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0941625,0.004066207,0.09655909,0.003339569,0.00253968,0.0006811063,0.00002763891,0.001104692,0.7975195],"genre_scores_gemma":[0.9889199,0.00003540335,0.003981815,0.0007885863,0.0006151436,0.0003371158,0.000005387116,0.00002110619,0.005295617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8947573,"threshold_uncertainty_score":0.9995552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490123197971978,"score_gpt":0.3603387805000947,"score_spread":0.3254375485203749,"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."}}