{"id":"W116495502","doi":"","title":"Economic Free Software Perspectives","year":2009,"lang":"en","type":"article","venue":"The open source business resource","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Software; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0008817757,0.0004877169,0.0004975598,0.0002729017,0.001196454,0.00259505,0.01219224,0.0001732477,0.0001753004],"category_scores_gemma":[0.0002850974,0.0003988002,0.0001519221,0.001979686,0.0002817209,0.00148621,0.003151519,0.0003831538,0.0006625132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019302,"about_ca_system_score_gemma":0.0003216562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004088335,"about_ca_topic_score_gemma":0.0001076763,"domain_scores_codex":[0.9966911,0.0002159717,0.000621313,0.001152789,0.0005280632,0.0007907429],"domain_scores_gemma":[0.9946834,0.0003826954,0.0004034958,0.003952063,0.0004016941,0.0001766812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000183783,0.0009349119,0.004798269,0.0000399954,0.000267582,0.00009923403,0.02914272,0.025664,0.0003201446,0.1754026,0.2485134,0.5146333],"study_design_scores_gemma":[0.001310817,0.00009616885,0.04685008,0.00007152678,0.00002985019,0.0001815514,0.001752935,0.003319119,0.0000560318,0.01099414,0.9343774,0.0009603933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02426538,0.0005470642,0.9047053,0.03445294,0.0003485063,0.001508967,0.00002556786,0.001569862,0.03257641],"genre_scores_gemma":[0.9002109,0.00001945234,0.06729658,0.01089709,0.001071687,0.0001613978,0.00003577595,0.0001603395,0.02014682],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8759454,"threshold_uncertainty_score":0.9998464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452784193676484,"score_gpt":0.2527331041288161,"score_spread":0.2382052621920512,"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."}}