{"id":"W6958198434","doi":"10.6084/m9.figshare.28525469.v1","title":"Webinar in Partnership with Times Higher Education: <b>Maximizing Research Visibility to Enhance Academic-Industry Collaboration</b>","year":2025,"lang":"en","type":"other","venue":"OPAL (Open@LaTrobe) (La Trobe University)","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Vision; Visibility; Profiling (computer programming); Position (finance); Information technology; Information system; Executive summary; Information management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009526962,0.0009318605,0.0006091116,0.001629067,0.004464356,0.01192451,0.001517989,0.005053139,0.3675657],"category_scores_gemma":[0.01903415,0.0006854956,0.0006397536,0.002490673,0.001518988,0.009577412,0.006459308,0.004381272,0.1605811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002687406,"about_ca_system_score_gemma":0.006211745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734312,"about_ca_topic_score_gemma":0.006224365,"domain_scores_codex":[0.9953708,0.001647503,0.0002457015,0.0003481269,0.001606203,0.0007816699],"domain_scores_gemma":[0.9716599,0.006115017,0.001702874,0.002025549,0.00677667,0.01171998],"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":[0.00003548113,0.00006747373,0.000259423,0.0001026164,0.000002129511,0.00006386342,0.0003644932,0.00003840107,0.0005919051,0.001694516,0.9699536,0.02682614],"study_design_scores_gemma":[0.000008190905,0.00002680856,0.0009222318,0.00004518793,0.000001197871,0.00005307745,0.0006975825,0.000126407,0.0003905179,0.001127318,0.9965881,0.00001337417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01283066,0.002479013,0.01906683,0.1692222,0.02029044,0.001951326,0.005577481,0.01648569,0.7520964],"genre_scores_gemma":[0.03902013,0.001633687,0.01415071,0.02724534,0.005683478,0.001135508,0.003388728,0.003561681,0.9041807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3675657,"threshold_uncertainty_score":0.9020908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.044616346225929,"score_gpt":0.3862618051388612,"score_spread":0.3416454589129322,"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."}}