{"id":"W2109167768","doi":"10.5210/fm.v12i10.1969","title":"DiPP and eLanguage: Two cooperative models for open access","year":2007,"lang":"en","type":"article","venue":"First Monday","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Scholarly communication; World Wide Web; Discipline; Computer science; Electronic publishing; Software deployment; Publication; Library science; Work (physics); Public relations; Sociology; Political science; The Internet; Engineering; Law; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02492332,0.0009538747,0.0005560945,0.003323271,0.00636865,0.02183407,0.005850527,0.006420092,0.01315928],"category_scores_gemma":[0.04376999,0.001307874,0.001125806,0.003200992,0.01783625,0.04555083,0.03938911,0.005338306,0.004645033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006087733,"about_ca_system_score_gemma":0.00955628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004734003,"about_ca_topic_score_gemma":0.003936873,"domain_scores_codex":[0.9651273,0.01904796,0.001569108,0.00382736,0.008394845,0.002033353],"domain_scores_gemma":[0.9540767,0.01808621,0.002752065,0.01466058,0.003793947,0.006630469],"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":[0.0001319177,0.0002047885,0.001598292,0.0002127839,0.00001970045,0.0004209967,0.01402683,0.001241908,0.0008712243,0.9115551,0.01057206,0.05914441],"study_design_scores_gemma":[0.0002212385,0.0003913762,0.001131608,0.0003954749,0.0000400564,0.001170633,0.007972019,0.0182184,0.001569147,0.4619814,0.5067286,0.0001801297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04164751,0.001484114,0.6627297,0.03577907,0.0007622702,0.0009729911,0.0002720328,0.002841749,0.2535107],"genre_scores_gemma":[0.5256287,0.001279962,0.374947,0.003484858,0.0005824793,0.002119232,0.0006154931,0.000757207,0.09058512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9941494,"threshold_uncertainty_score":0.1318087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06376800471228075,"score_gpt":0.3546698706068063,"score_spread":0.2909018658945255,"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."}}