{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231011,0.0002037149,0.0005058352,0.00001905612,0.0004260202,0.0001402021,0.0003249696,0.0003519474,0.0001367891],"category_scores_gemma":[0.001595704,0.0001894559,0.0006824547,0.0004056391,0.001048323,0.001181792,0.0001004875,0.0003068145,0.00005273312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401503,"about_ca_system_score_gemma":0.0004828358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005535684,"about_ca_topic_score_gemma":0.001286399,"domain_scores_codex":[0.9974168,0.0001416568,0.0004494013,0.0003547805,0.001058863,0.0005784917],"domain_scores_gemma":[0.9979392,0.00129354,0.0002773657,0.0001707558,0.000201414,0.0001177478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006714696,0.0001915618,0.008030338,0.0001174065,0.00009650674,8.167023e-7,0.6846231,2.291454e-7,0.0002658296,0.3020169,0.001964218,0.002625988],"study_design_scores_gemma":[0.001233031,0.00008848435,0.008657473,0.0001212319,0.00006813206,2.309098e-7,0.7297894,0.000002453382,0.0002070502,0.2528205,0.006513062,0.0004989068],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909775,0.0001366028,0.00008688533,0.001296076,0.002079098,0.000445975,0.0001147717,0.000113129,0.08595251],"genre_scores_gemma":[0.997402,0.0003687417,0.0004069743,0.0003468342,0.0009547325,0.00003521467,0.00005387648,0.00002579058,0.0004058685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08762701,"threshold_uncertainty_score":0.7725787,"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."}}