{"id":"W1970272431","doi":"10.1108/cb-05-2014-0025","title":"Indie media and digital community collaborations in public libraries","year":2014,"lang":"en","type":"article","venue":"Collection Building","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Publishing; Digital media; World Wide Web; Originality; Electronic publishing; Collections management; Collection development; Computer science; Digital content; Digital library; Social media; New media; Sociology; The Internet; Political science; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004531656,0.00005403468,0.0000897883,0.0001726927,0.000508721,0.0008672999,0.00009753156,0.00006114844,0.00001950863],"category_scores_gemma":[0.002783488,0.00005787802,0.00001382996,0.001068881,0.0002184663,0.001156539,0.0000535911,0.0001402341,0.00000322876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007091357,"about_ca_system_score_gemma":0.0001841367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001651223,"about_ca_topic_score_gemma":0.00590062,"domain_scores_codex":[0.999349,0.0001422586,0.0001141557,0.00008435046,0.0001365626,0.0001736576],"domain_scores_gemma":[0.999227,0.0004902601,0.00003934502,0.0000730708,0.00005872816,0.0001115785],"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":[0.00001902962,0.0001916191,0.1109494,0.00001874773,0.000016383,0.000001348631,0.08756045,0.00001082631,0.0001039554,0.5881409,0.006324488,0.2066629],"study_design_scores_gemma":[0.0003871902,0.00004872939,0.02761977,0.00002798092,0.000003459483,0.000001049668,0.01967931,0.0001347667,0.00005808737,0.0195927,0.9322905,0.0001564388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6792491,0.00005695416,0.0003312852,0.001675049,0.0003500834,0.0001248365,0.000005177961,0.00008510171,0.3181224],"genre_scores_gemma":[0.996845,0.00004004735,0.0002611626,0.00008503479,0.0001089224,0.00001438106,0.00000604529,0.000005557644,0.002633853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.925966,"threshold_uncertainty_score":0.8363392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256729572925902,"score_gpt":0.2767144882314721,"score_spread":0.2341471925022131,"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."}}