{"id":"W2227711444","doi":"","title":"Free as in Adjective, Not as in Verb","year":2007,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adjective; Verb; Linguistics; Computer science; Natural language processing; Philosophy; Noun","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001076829,0.0002404747,0.0002956244,0.0002568011,0.0003557718,0.0004517316,0.001118329,0.000101717,0.001298749],"category_scores_gemma":[0.000444924,0.0001872468,0.00005718605,0.0003361637,0.0002585138,0.0001491501,0.0005682633,0.0003013749,0.0002508337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457748,"about_ca_system_score_gemma":0.00007935963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04687056,"about_ca_topic_score_gemma":0.06509811,"domain_scores_codex":[0.9981991,0.0001018518,0.0004380666,0.0003857526,0.0003614622,0.0005137622],"domain_scores_gemma":[0.9986914,0.0002652208,0.0001548374,0.0006307892,0.0001864224,0.00007130732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003927728,0.001705705,0.01084825,0.0002517958,0.0001564331,0.001360575,0.4870839,0.003456585,0.000458472,0.3668433,0.0348554,0.08905187],"study_design_scores_gemma":[0.001239511,0.00003968394,0.01819471,0.0001090015,0.00001436738,0.00001438255,0.01419663,0.0002689239,0.00003445279,0.001841784,0.9637335,0.0003130503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5143226,0.0003660151,0.0001714709,0.0006983606,0.0003559211,0.0005864631,0.0000173272,0.00006910886,0.4834127],"genre_scores_gemma":[0.9619977,0.000005931347,0.00002771929,0.001784474,0.001103944,0.00002581445,0.00002226448,0.00005410059,0.03497808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9288781,"threshold_uncertainty_score":0.9996142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145256270882098,"score_gpt":0.2542742890372487,"score_spread":0.2328217263284277,"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."}}