{"id":"W2804918907","doi":"10.1177/1470357218775127","title":"What does knowledge look like? Interpreting diagrams as contemporary hieroglyphics","year":2018,"lang":"en","type":"article","venue":"Visual Communication","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Representation (politics); Graphics; Graphic communication; Computer science; Meaning (existential); Object (grammar); Graphic design; Psychology; Artificial intelligence; Multimedia; Computer graphics (images)","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":[0.004479049,0.0008688958,0.000378141,0.007481926,0.003055534,0.01046927,0.0009371217,0.001370319,0.003560979],"category_scores_gemma":[0.01296314,0.000305215,0.0003753887,0.005502248,0.01343371,0.01265814,0.003232667,0.001505143,0.0004510562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551183,"about_ca_system_score_gemma":0.001591916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00506753,"about_ca_topic_score_gemma":0.005521326,"domain_scores_codex":[0.9951716,0.003724206,0.0001411263,0.0002471232,0.0004756317,0.0002403319],"domain_scores_gemma":[0.9937783,0.004690023,0.0004129676,0.0004542183,0.0004381553,0.0002263079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000394724,0.00001077232,0.002432149,0.0002411847,0.00001877796,0.000422358,0.3641199,0.000609123,0.001003508,0.6040156,0.003156383,0.02393064],"study_design_scores_gemma":[0.00001814502,0.00003351998,0.00391796,0.0007106552,0.00004371659,0.0007708516,0.3257568,0.002523016,0.0007671088,0.4080361,0.2573771,0.0000451225],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3898579,0.01158193,0.1654357,0.02507297,0.00129644,0.0002045563,0.0008122057,0.0006054441,0.4051327],"genre_scores_gemma":[0.9739602,0.002152364,0.01876968,0.0003720373,0.0001167814,0.00009169003,0.00018776,0.0001338721,0.004215717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01046927,"threshold_uncertainty_score":0.02576578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946712186689127,"score_gpt":0.3812637052764461,"score_spread":0.3417965834095548,"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."}}