{"id":"W7132339529","doi":"","title":"Getting it started","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01870131,0.001401548,0.002423654,0.003616536,0.00566574,0.01615117,0.003233658,0.0101263,0.4313614],"category_scores_gemma":[0.08658212,0.001087007,0.00199365,0.001846231,0.003076295,0.007957553,0.009326524,0.00866166,0.4365322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365286,"about_ca_system_score_gemma":0.01356849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134299,"about_ca_topic_score_gemma":0.004658232,"domain_scores_codex":[0.9704863,0.005094038,0.001508519,0.002139968,0.01637749,0.004393748],"domain_scores_gemma":[0.8041476,0.009061412,0.003868703,0.02643435,0.109565,0.04692296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000691419,0.0000645644,0.0003066818,0.0002266628,0.00001423106,0.0001519221,0.0001113766,0.00001918731,0.0007426571,0.001762144,0.9386393,0.05789222],"study_design_scores_gemma":[0.00002902655,0.00004613931,0.00154353,0.0001993031,0.0000130012,0.0001809522,0.0002119562,0.00008376473,0.0004685137,0.00269586,0.9944958,0.00003208249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005012272,0.004464866,0.006010329,0.1690213,0.2631713,0.001985418,0.002504325,0.005798271,0.5420319],"genre_scores_gemma":[0.01698362,0.002331416,0.003640761,0.01928559,0.03316273,0.0006071698,0.002444725,0.002094872,0.9194492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9838488,"threshold_uncertainty_score":0.8110939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0706747760874066,"score_gpt":0.3789061545493035,"score_spread":0.308231378461897,"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."}}