{"id":"W2913772531","doi":"10.1177/2056305118819188","title":"Discoverability: Toward a Definition of Content Discovery Through Platforms","year":2019,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Discoverability; Computer science; World Wide Web; Process (computing); Digital content; Content (measure theory); Data science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0104419,0.001392094,0.001006619,0.01020405,0.008667173,0.02977007,0.003627069,0.007633915,0.004612222],"category_scores_gemma":[0.01868494,0.001287865,0.002007517,0.006739379,0.04919175,0.05934091,0.01376954,0.007764951,0.001027157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006846841,"about_ca_system_score_gemma":0.006123855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820457,"about_ca_topic_score_gemma":0.001286683,"domain_scores_codex":[0.9854648,0.007236189,0.0009515383,0.001781026,0.003479194,0.00108731],"domain_scores_gemma":[0.9826196,0.009407165,0.001849783,0.003235742,0.001751456,0.001136207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003669207,0.000006753816,0.0001206615,0.00002648926,0.000002787983,0.00004644183,0.002342084,0.0001537475,0.0000835627,0.9950593,0.0002174692,0.00193707],"study_design_scores_gemma":[0.00001090465,0.00001927318,0.0002154043,0.0001471516,0.0000130944,0.00021904,0.003660897,0.002825604,0.0003177284,0.9392,0.0533437,0.00002724883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03023436,0.005409308,0.6361347,0.03156494,0.0007375305,0.0007027103,0.0003374504,0.0004570339,0.2944218],"genre_scores_gemma":[0.7125828,0.005459977,0.251504,0.002576859,0.00133901,0.002173849,0.0003026061,0.0004272186,0.02363368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02977007,"threshold_uncertainty_score":0.05522269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09482136710102108,"score_gpt":0.2936851779977572,"score_spread":0.1988638108967361,"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."}}