{"id":"W4313586564","doi":"10.33137/cjal-rcbu.v8.38565","title":"Ready for a Fair Deal","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Context (archaeology); Collective bargaining; Political science; Narrative; Public relations; Library science; Equity (law); Sociology; Public administration; Management; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002758037,0.0007084801,0.0006418985,0.001534398,0.01923335,0.01796355,0.002100889,0.006342548,0.3563279],"category_scores_gemma":[0.009264655,0.000441144,0.0008031375,0.001256032,0.004333018,0.007899537,0.008583671,0.006762275,0.1024709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01398706,"about_ca_system_score_gemma":0.03574295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3414851,"about_ca_topic_score_gemma":0.5648923,"domain_scores_codex":[0.9953295,0.0003236976,0.00007870264,0.0004749361,0.002202259,0.001590925],"domain_scores_gemma":[0.9955162,0.0001826225,0.00007813336,0.0004059174,0.001559807,0.002257276],"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":[0.00002356345,0.00003050346,0.00033505,0.00004032017,0.000007426081,0.0001450879,0.00111369,0.00003373297,0.0002035014,0.05506777,0.9082931,0.03470621],"study_design_scores_gemma":[0.000002600817,0.000003015878,0.0002131657,0.00002019243,0.000001389154,0.00001722801,0.0008468409,0.00001006341,0.00002273394,0.001589444,0.9972676,0.000005754865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002533355,0.002391839,0.001655719,0.09266739,0.01254477,0.0002114904,0.0006087031,0.0006416002,0.8867452],"genre_scores_gemma":[0.01620313,0.0007724458,0.0009574522,0.01668899,0.0009255268,0.00005018001,0.0003058345,0.0002480168,0.9638484],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3563279,"threshold_uncertainty_score":0.9181201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058445624963524,"score_gpt":0.3136192897266179,"score_spread":0.2077747272302655,"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."}}