{"id":"W2052856789","doi":"10.1145/2212776.2223687","title":"MammiBelli","year":2012,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Psychology; Internet privacy","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":[],"category_scores_codex":[0.0001099498,0.00004138259,0.00003506194,0.00008038498,0.00004322509,0.00001943215,0.0002868126,0.00003496511,0.0001816781],"category_scores_gemma":[0.00001192403,0.00003474338,0.0000120554,0.0002063825,0.00001967019,0.0007615666,0.0001019699,0.00008460885,0.001709622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002286002,"about_ca_system_score_gemma":0.000004368048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003086458,"about_ca_topic_score_gemma":8.602905e-7,"domain_scores_codex":[0.9996128,0.000009991697,0.00006669273,0.00008105883,0.00006171597,0.0001677321],"domain_scores_gemma":[0.9996632,0.00001499575,0.00002372599,0.0002416134,0.00003890624,0.00001757504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[2.405368e-7,0.00002173474,0.00160967,4.830391e-7,0.00000300866,5.126409e-7,0.0001090909,1.329416e-7,0.002386336,0.9784804,0.005691709,0.01169668],"study_design_scores_gemma":[0.0002672063,0.00009397274,0.03067985,0.000007065449,0.000003104203,0.0001580365,0.0001048176,0.003235722,0.4445611,0.03204827,0.4884396,0.0004012348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03561909,0.00001913062,0.829908,0.001218928,0.0007669966,0.00003641206,4.850429e-8,0.0003956645,0.1320358],"genre_scores_gemma":[0.948836,5.346788e-7,0.04682047,0.0006457396,0.00005894818,0.00000463679,2.267154e-7,0.000002149097,0.003631236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9464321,"threshold_uncertainty_score":0.9990677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051204262662022,"score_gpt":0.2702997907814719,"score_spread":0.2497877481548517,"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."}}