{"id":"W3090136599","doi":"10.1145/3377816.3381723","title":"Eye of the mind","year":2020,"lang":"en","type":"article","venue":"","topic":"Multimodal Machine Learning Applications","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Coding (social sciences); World Wide Web; Software; Multimedia; Information retrieval; Human–computer interaction; Data science; Programming language","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":[0.001012289,0.0005844396,0.0003503148,0.001011289,0.00241091,0.00665675,0.0007612554,0.003166799,0.04116714],"category_scores_gemma":[0.009170173,0.0003267883,0.0004936671,0.0004476263,0.006046052,0.006277516,0.003369816,0.003486736,0.01468005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483898,"about_ca_system_score_gemma":0.001642111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005486388,"about_ca_topic_score_gemma":0.004386529,"domain_scores_codex":[0.9988034,0.0003565293,0.00003112779,0.0003615403,0.0003371073,0.0001104297],"domain_scores_gemma":[0.9980389,0.0006833932,0.0001395243,0.0004118848,0.0004886325,0.0002376058],"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":[0.0002110795,0.00005396643,0.00485346,0.0005145294,0.0000983239,0.0008418438,0.0281585,0.0006576836,0.01091836,0.3700195,0.3555469,0.228126],"study_design_scores_gemma":[0.00002440909,0.00004190702,0.002279283,0.0004315074,0.00002783111,0.001121464,0.006747544,0.0008825948,0.001218812,0.143171,0.8440036,0.00005013275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02203079,0.01701688,0.06056072,0.1084754,0.004391441,0.00009318338,0.0007339026,0.001818723,0.784879],"genre_scores_gemma":[0.5803105,0.01036339,0.03061165,0.04627526,0.00206067,0.0001553009,0.000693468,0.001271258,0.3282585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04116714,"threshold_uncertainty_score":0.1377178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688305020625226,"score_gpt":0.2609230488219535,"score_spread":0.2440399986157012,"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."}}